The Data Science Course 2020 - Complete Data Science Bootcamp - 磁力管家

BT种子名称

分享给好友

BT种子基本信息

种子哈希：7d485a8bf477e5d78f3be018db3801b7eded9983
文档大小：16.4 GB
文档个数：1039个文档
下载次数：1182次
下载速度：极快
收录时间：2022-01-31
最近下载：2025-05-16
DMCA/屏蔽：DMCA/屏蔽

下载磁力链接

magnet:?xt=urn:btih:7D485A8BF477E5D78F3BE018DB3801B7EDED9983
复制磁力链接到utorrent、Bitcomet、迅雷、115、百度网盘等下载工具进行下载。

下载BT种子

磁力链接种子下载迅雷下载二维码迅雷看看
磁力链接在线播放？试试百度云网盘离线下载播放！

The Data Science Course 2020 - Complete Data Science Bootcamp的二维码

文档列表

The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/093 Practical Example Descriptive Statistics.mp4 168.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 A Practical Example of Probability Distributions.mp4 165.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 A Practical Example of Bayesian Inference.mp4 152.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/283 Why is Linear Algebra Useful.mp4 151.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/011 Techniques for Working with Traditional Data.mp4 145.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 A Practical Example of Combinatorics.mp4 140.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/03 The Field of Data Science - Connecting the Data Science Disciplines/009 Applying Traditional Data Big Data BI Traditional Data Science and ML.mp4 133.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/020 Types of Machine Learning.mp4 131.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/406 Taking a Closer Look at APIs.mp4 121.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/017 Techniques for Working with Traditional Methods.mp4 117.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 Continuing with BI ML and AI.mp4 114.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/405 What are Data Connectivity APIs and Endpoints.mp4 109.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/06 The Field of Data Science - Popular Data Science Tools/022 Necessary Programming Languages and Software Used in Data Science.mp4 108.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/395 Business Case Preprocessing.mp4 108.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/118 Practical Example Inferential Statistics.mp4 107.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/019 Machine Learning (ML) Techniques.mp4 104.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/067 Probability in Finance.mp4 103.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/226 Practical Example Linear Regression (Part 1).mp4 101.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/120 Null vs Alternative Hypothesis.mp4 96.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/015 Business Intelligence (BI) Techniques.mp4 94.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/392 Business Case Getting Acquainted with the Dataset.mp4 91.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/237 Logistic vs Logit Function.mp4 90.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/025 The Basic Probability Formula.mp4 90.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/356 Business Case Preprocessing the Data.mp4 88.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/059 Characteristics of Continuous Distributions.mp4 88.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/122 Rejection Region and Significance Level.mp4 86.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/004 Data Science and Business Buzzwords Why are there so Many.mp4 85.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/04 The Field of Data Science - The Benefits of Each Discipline/010 The Reason Behind These Disciplines.mp4 85.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/422 Obtaining Dummies from a Single Feature.mp4 85.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/104 Confidence Intervals Population Variance Known Z-score.mp4 82.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/068 Probability in Statistics.mp4 81.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/397 Creating a Data Provider.mp4 80.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/026 Computing Expected Values.mp4 79.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/013 Techniques for Working with Big Data.mp4 79.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/138 Why Python.mp4 78.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/427 Classifying the Various Reasons for Absence.mp4 78.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/267 How is Clustering Useful.mp4 78.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/052 Fundamentals of Probability Distributions.mp4 77.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/08 The Field of Data Science - Debunking Common Misconceptions/024 Debunking Common Misconceptions.mp4 76.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/071 Types of Data.mp4 76.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/252 Some Examples of Clusters.mp4 75.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/053 Types of Probability Distributions.mp4 74.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/111 Confidence intervals. Two means. Dependent samples.mp4 73.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/135 Practical Example Hypothesis Testing.mp4 72.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/404 What are Data Servers Clients Requests and Responses.mp4 72.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/057 Discrete Distributions The Binomial Distribution.mp4 72.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/008 A Breakdown of our Data Science Infographic.mp4 71.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/353 Business Case Exploring the Dataset and Identifying Predictors.mp4 69.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/006 Business Analytics Data Analytics and Data Science An Introduction.mp4 67.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/408 Software Integration - Explained.mp4 66.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/069 Probability in Data Science.mp4 66.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/100 Central Limit Theorem.mp4 65.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/389 MNIST Results and Testing.mp4 65.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/002 What Does the Course Cover.mp4 65.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/414 Checking the Content of the Data Set.mp4 64.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/418 Dropping a Column from a DataFrame in Python.mp4 64.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/027 Frequency.mp4 64.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/096 What is a Distribution.mp4 64.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/300 Basic NN Example (Part 4).mp4 64.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/407 Communication between Software Products through Text Files.mp4 63.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/313 Digging into a Deep Net.mp4 62.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/468 Analyzing Reasons vs Probability in Tableau.mp4 62.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/028 Events and Their Complements.mp4 62.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/368 An overview of CNNs.mp4 61.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/137 Introduction to Programming.mp4 61.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/14 Part 3 Statistics/070 Population and Sample.mp4 60.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/233 Practical Example Linear Regression (Part 5).mp4 60.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/183 The Linear Regression Model.mp4 60.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/034 Solving Combinations.mp4 60.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/437 Analyzing the Dates from the Initial Data Set.mp4 60.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/043 Union of Sets.mp4 60.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/106 Confidence Interval Clarifications.mp4 59.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/466 Analyzing Age vs Probability in Tableau.mp4 59.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/384 MNIST Model Outline.mp4 59.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/266 Market Segmentation with Cluster Analysis (Part 2).mp4 58.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/231 Practical Example Linear Regression (Part 4).mp4 58.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/126 p-value.mp4 58.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/058 Discrete Distributions The Poisson Distribution.mp4 58.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/204 Dealing with Categorical Data - Dummy Variables.mp4 58.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/295 Optimization Algorithm 1-Parameter Gradient Descent.mp4 58.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/195 Adjusted R-Squared.mp4 57.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/072 Levels of Measurement.mp4 57.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/07 The Field of Data Science - Careers in Data Science/023 Finding the Job - What to Expect and What to Look for.mp4 57.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/463 Deploying the absenteeism_module - Part II.mp4 56.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/124 Test for the Mean. Population Variance Known.mp4 56.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/005 What is the difference between Analysis and Analytics.mp4 56.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/040 Sets and Events.mp4 56.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/251 Introduction to Cluster Analysis.mp4 56.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/158 The ELIF Statement.mp4 55.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/398 Business Case Model Outline.mp4 55.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/449 Splitting the Data for Training and Testing.mp4 55.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/452 Interpreting the Coefficients for Our Problem.mp4 54.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/409 Game Plan for this Python SQL and Tableau Business Exercise.mp4 54.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/256 A Simple Example of Clustering.mp4 54.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/140 Installing Python and Jupyter.mp4 53.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/338 Standardization.mp4 53.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/085 Variance.mp4 53.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/146 Python Strings.mp4 53.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/129 Test for the Mean. Dependent Samples.mp4 52.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/103 What are Confidence Intervals.mp4 52.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/050 Bayes Law.mp4 52.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/097 The Normal Distribution.mp4 52.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/361 Business Case Setting an Early Stopping Mechanism.mp4 52.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/275 Linear Algebra and Geometry.mp4 52.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/191 Decomposition of Variability.mp4 52.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/282 Dot Product of Matrices.mp4 51.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/225 Train - Test Split Explained.mp4 51.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/456 Testing the Model We Created.mp4 51.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/001 A Practical Example What You Will Learn in This Course.mp4 51.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/049 The Multiplication Law.mp4 51.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/060 Continuous Distributions The Normal Distribution.mp4 50.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/061 Continuous Distributions The Standard Normal Distribution.mp4 50.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/102 Estimators and Estimates.mp4 50.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/438 Extracting the Month Value from the Date Column.mp4 50.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/374 TensorFlow Intro.mp4 50.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/041 Ways Sets Can Interact.mp4 49.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/110 Margin of Error.mp4 49.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/065 Continuous Distributions The Logistic Distribution.mp4 49.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/388 MNIST Learning.mp4 49.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/227 Practical Example Linear Regression (Part 2).mp4 48.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/046 The Conditional Probability Formula.mp4 48.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/446 Creating the Targets for the Logistic Regression.mp4 48.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/087 Standard Deviation and Coefficient of Variation.mp4 47.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/287 Types of Machine Learning.mp4 47.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/370 An Overview of non-NN Approaches.mp4 46.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/190 How to Interpret the Regression Table.mp4 46.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/270 Types of Clustering.mp4 46.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/187 First Regression in Python.mp4 46.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/460 Preparing the Deployment of the Model through a Module.mp4 46.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/139 Why Jupyter.mp4 46.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/260 How to Choose the Number of Clusters.mp4 46.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/123 Type I Error and Type II Error.mp4 46.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/386 Calculating the Accuracy of the Model.mp4 46.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/033 Solving Variations without Repetition.mp4 45.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/265 Market Segmentation with Cluster Analysis (Part 1).mp4 45.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/285 Introduction to Neural Networks.mp4 45.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/018 Real Life Examples of Traditional Methods.mp4 44.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/030 Permutations and How to Use Them.mp4 44.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/201 A3 Normality and Homoscedasticity.mp4 44.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/171 Dictionaries.mp4 43.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/450 Fitting the Model and Assessing its Accuracy.mp4 43.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/346 MNIST Preprocess the Data - Shuffle and Batch.mp4 43.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/399 Business Case Optimization.mp4 43.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/037 Combinatorics in Real-Life The Lottery.mp4 43.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/453 Standardizing only the Numerical Variables (Creating a Custom Scaler).mp4 43.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/193 R-Squared.mp4 43.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/350 MNIST Learning.mp4 43.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/411 Introducing the Data Set.mp4 42.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/470 Analyzing Transportation Expense vs Probability in Tableau.mp4 42.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/186 Python Packages Installation.mp4 42.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/421 Analyzing the Reasons for Absence.mp4 42.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/454 Interpreting the Coefficients of the Logistic Regression.mp4 42.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/035 Symmetry of Combinations.mp4 42.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/127 Test for the Mean. Population Variance Unknown.mp4 42.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/064 Continuous Distributions The Exponential Distribution.mp4 42.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/079 Cross Tables and Scatter Plots.mp4 41.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/365 Summary on What Youve Learned.mp4 41.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/442 Working on Education Children and Pets.mp4 41.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/455 Backward Elimination or How to Simplify Your Model.mp4 41.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/296 Optimization Algorithm n-Parameter Gradient Descent.mp4 41.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/394 The Importance of Working with a Balanced Dataset.mp4 41.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/410 The Business Task.mp4 41.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/220 Feature Scaling (Standardization).mp4 41.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/451 Creating a Summary Table with the Coefficients and Intercept.mp4 40.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/302 How to Install TensorFlow 2.0.mp4 40.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/428 Using .concat() in Python.mp4 40.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/038 A Recap of Combinatorics.mp4 40.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/377 Basic NN Example with TF Inputs Outputs Targets Weights Biases.mp4 40.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/244 Binary Predictors in a Logistic Regression.mp4 40.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/290 The Linear model with Multiple Inputs and Multiple Outputs.mp4 40.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/161 How to Create a Function with a Parameter.mp4 40.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/280 Transpose of a Matrix.mp4 39.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/167 Lists.mp4 39.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/262 Pros and Cons of K-Means Clustering.mp4 39.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/168 Using Methods.mp4 39.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/457 Saving the Model and Preparing it for Deployment.mp4 39.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/379 Basic NN Example with TF Model Output.mp4 39.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/294 Common Objective Functions Cross-Entropy Loss.mp4 39.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/081 Mean median and mode.mp4 38.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/021 Real Life Examples of Machine Learning (ML).mp4 38.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/073 Categorical Variables - Visualization Techniques.mp4 38.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/133 Test for the mean. Independent Samples (Part 2).mp4 38.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/402 Business Case A Comment on the Homework.mp4 38.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/253 Difference between Classification and Clustering.mp4 37.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/031 Simple Operations with Factorials.mp4 37.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/200 A2 No Endogeneity.mp4 37.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/107 Students T Distribution.mp4 37.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/317 Backpropagation.mp4 36.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/298 Basic NN Example (Part 2).mp4 36.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/047 The Law of Total Probability.mp4 36.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/221 Feature Selection through Standardization of Weights.mp4 36.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/045 Dependence and Independence of Sets.mp4 36.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/209 Simple Linear Regression with sklearn.mp4 36.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/236 A Simple Example in Python.mp4 36.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/307 Outlining the Model with TensorFlow 2.mp4 36.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/056 Discrete Distributions The Bernoulli Distribution.mp4 35.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/032 Solving Variations with Repetition.mp4 35.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/131 Test for the mean. Independent Samples (Part 1).mp4 35.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/274 Scalars and Vectors.mp4 35.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/178 Object Oriented Programming.mp4 35.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/273 What is a Matrix.mp4 35.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/303 TensorFlow Outline and Comparison with Other Libraries.mp4 35.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/036 Solving Combinations with Separate Sample Spaces.mp4 34.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/246 Calculating the Accuracy of the Model.mp4 34.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/322 What is Validation.mp4 34.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/278 Addition and Subtraction of Matrices.mp4 34.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/378 Basic NN Example with TF Loss Function and Gradient Descent.mp4 34.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/243 What do the Odds Actually Mean.mp4 33.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/249 Testing the Model.mp4 33.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/108 Confidence Intervals Population Variance Unknown T-score.mp4 33.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/210 Simple Linear Regression with sklearn - A StatsModels-like Summary Table.mp4 33.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/202 A4 No Autocorrelation.mp4 33.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/360 Business Case Learning and Interpreting the Result.mp4 32.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/41 Part 7 Deep Learning/284 What to Expect from this Part.mp4 32.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/320 What is Overfitting.mp4 32.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/214 Calculating the Adjusted R-Squared in sklearn.mp4 32.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/169 List Slicing.mp4 32.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/142 Prerequisites for Coding in the Jupyter Notebooks.mp4 32.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/241 Understanding Logistic Regression Tables.mp4 32.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/355 Business Case Balancing the Dataset.mp4 31.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/308 Interpreting the Result and Extracting the Weights and Bias.mp4 31.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/263 To Standardize or not to Standardize.mp4 31.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/155 Logical and Identity Operators.mp4 31.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/012 Real Life Examples of Traditional Data.mp4 31.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/177 How to Iterate over Dictionaries.mp4 31.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/272 Heatmaps.mp4 31.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/016 Real Life Examples of Business Intelligence (BI).mp4 31.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/312 What is a Deep Net.mp4 31.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/352 MNIST Testing the Model.mp4 31.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/216 Feature Selection (F-regression).mp4 30.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/441 Analyzing Several Straightforward Columns for this Exercise.mp4 30.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/170 Tuples.mp4 30.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/091 Correlation Coefficient.mp4 30.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/332 Learning Rate Schedules or How to Choose the Optimal Learning Rate.mp4 30.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/271 Dendrogram.mp4 30.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/344 MNIST Preprocess the Data - Create a Validation Set and Scale It.mp4 30.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/340 Binary and One-Hot Encoding.mp4 30.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/113 Confidence intervals. Two means. Independent Samples (Part 1).mp4 30.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Training the Model.mp4 30.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/203 A5 No Multicollinearity.mp4 30.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/329 Stochastic Gradient Descent.mp4 30.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/288 The Linear Model (Linear Algebraic Version).mp4 29.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/173 While Loops and Incrementing.mp4 29.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/192 What is the OLS.mp4 29.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/348 MNIST Outline the Model.mp4 29.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/439 Extracting the Day of the Week from the Date Column.mp4 29.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/415 Introduction to Terms with Multiple Meanings.mp4 29.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/336 Preprocessing Introduction.mp4 29.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/175 Conditional Statements and Loops.mp4 29.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/314 Non-Linearities and their Purpose.mp4 29.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/445 Exploring the Problem with a Machine Learning Mindset.mp4 28.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/089 Covariance.mp4 28.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/255 K-Means Clustering.mp4 28.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/207 What is sklearn and How is it Different from Other Packages.mp4 28.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/062 Continuous Distributions The Students T Distribution.mp4 28.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Introduction to Logistic Regression.mp4 28.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/048 The Additive Rule.mp4 28.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/042 Intersection of Sets.mp4 28.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/115 Confidence intervals. Two means. Independent Samples (Part 2).mp4 28.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/276 Arrays in Python - A Convenient Way To Represent Matrices.mp4 28.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/334 Adaptive Learning Rate Schedules (AdaGrad and RMSprop ).mp4 27.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/063 Continuous Distributions The Chi-Squared Distribution.mp4 27.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/222 Predicting with the Standardized Coefficients.mp4 27.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/316 Activation Functions Softmax Activation.mp4 27.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/385 MNIST Loss and Optimization Algorithm.mp4 27.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/075 Numerical Variables - Frequency Distribution Table.mp4 27.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/174 Lists with the range() Function.mp4 27.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/400 Business Case Interpretation.mp4 27.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/434 Creating Checkpoints while Coding in Jupyter.mp4 26.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/462 Deploying the absenteeism_module - Part I.mp4 26.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/044 Mutually Exclusive Sets.mp4 26.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/144 Variables.mp4 26.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/369 An Overview of RNNs.mp4 26.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/162 Defining a Function in Python - Part II.mp4 26.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/323 Training Validation and Test Datasets.mp4 26.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/289 The Linear Model with Multiple Inputs.mp4 26.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/315 Activation Functions.mp4 26.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/321 Underfitting and Overfitting for Classification.mp4 26.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/206 Making Predictions with the Linear Regression.mp4 25.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/299 Basic NN Example (Part 3).mp4 25.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/055 Discrete Distributions The Uniform Distribution.mp4 25.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/325 Early Stopping or When to Stop Training.mp4 25.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/281 Dot Product.mp4 25.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/229 Practical Example Linear Regression (Part 3).mp4 24.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/172 For Loops.mp4 24.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/157 The ELSE Statement.mp4 24.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/293 Common Objective Functions L2-norm Loss.mp4 24.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/156 The IF Statement.mp4 24.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/413 Importing the Absenteeism Data in Python.mp4 24.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/240 An Invaluable Coding Tip.mp4 24.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/309 Customizing a TensorFlow 2 Model.mp4 24.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/101 Standard error.mp4 23.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/054 Characteristics of Discrete Distributions.mp4 23.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/291 Graphical Representation of Simple Neural Networks.mp4 23.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/382 MNIST How to Tackle the MNIST.mp4 23.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/277 What is a Tensor.mp4 23.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/098 The Standard Normal Distribution.mp4 23.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/335 Adam (Adaptive Moment Estimation).mp4 23.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/248 Underfitting and Overfitting.mp4 23.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/014 Real Life Examples of Big Data.mp4 23.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/166 Built-in Functions in Python.mp4 23.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/304 TensorFlow 1 vs TensorFlow 2.mp4 23.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/198 OLS Assumptions.mp4 22.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/326 What is Initialization.mp4 22.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/443 Final Remarks of this Section.mp4 22.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/194 Multiple Linear Regression.mp4 22.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/258 Clustering Categorical Data.mp4 22.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/324 N-Fold Cross Validation.mp4 21.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/297 Basic NN Example (Part 1).mp4 21.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/448 Standardizing the Data.mp4 21.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/376 Types of File Formats supporting Tensors.mp4 21.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/417 Using a Statistical Approach towards the Solution to the Exercise.mp4 21.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/366 Whats Further out there in terms of Machine Learning.mp4 21.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/213 Multiple Linear Regression with sklearn.mp4 21.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/159 A Note on Boolean Values.mp4 21.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/117 Confidence intervals. Two means. Independent Samples (Part 3).mp4 20.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/181 Importing Modules in Python.mp4 20.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/318 Backpropagation Picture.mp4 20.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/208 How are Going to Approach this Section.mp4 20.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/083 Skewness.mp4 20.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/147 Using Arithmetic Operators in Python.mp4 19.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/383 MNIST Relevant Packages.mp4 19.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/342 MNIST How to Tackle the MNIST.mp4 19.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/339 Preprocessing Categorical Data.mp4 19.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/180 What is the Standard Library.mp4 18.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/292 What is the Objective Function.mp4 18.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/381 MNIST What is the MNIST Dataset.mp4 18.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/358 Business Case Load the Preprocessed Data.mp4 18.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Actual Introduction to TensorFlow.mp4 18.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/31 Part 5 Advanced Statistical Methods in Python/182 Introduction to Regression Analysis.mp4 18.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/328 State-of-the-Art Method - (Xavier) Glorot Initialization.mp4 18.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/238 Building a Logistic Regression.mp4 17.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/145 Numbers and Boolean Values in Python.mp4 17.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/224 Underfitting and Overfitting.mp4 17.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/447 Selecting the Inputs for the Logistic Regression.mp4 17.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/331 Momentum.mp4 17.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/197 Test for Significance of the Model (F-Test).mp4 17.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/306 Types of File Formats Supporting TensorFlow.mp4 17.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/343 MNIST Importing the Relevant Packages and Loading the Data.mp4 17.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/029 Fundamentals of Combinatorics.mp4 17.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/164 Conditional Statements and Functions.mp4 16.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/095 Introduction.mp4 16.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/160 Defining a Function in Python.mp4 15.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/184 Correlation vs Regression.mp4 15.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/165 Functions Containing a Few Arguments.mp4 15.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/254 Math Prerequisites.mp4 15.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/327 Types of Simple Initializations.mp4 15.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/431 Reordering Columns in a Pandas DataFrame in Python.mp4 14.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/349 MNIST Select the Loss and the Optimizer.mp4 14.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/141 Understanding Jupyters Interface - the Notebook Dashboard.mp4 14.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/077 The Histogram.mp4 14.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/426 More on Dummy Variables A Statistical Perspective.mp4 14.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/341 MNIST The Dataset.mp4 14.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/153 Structuring with Indentation.mp4 13.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/387 MNIST Batching and Early Stopping.mp4 13.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/199 A1 Linearity.mp4 13.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/311 What is a Layer.mp4 13.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/218 Creating a Summary Table with P-values.mp4 12.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/189 Using Seaborn for Graphs.mp4 12.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/393 Business Case Outlining the Solution.mp4 12.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/337 Types of Basic Preprocessing.mp4 12.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/372 How to Install TensorFlow 1.mp4 11.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/143 Python 2 vs Python 3.mp4 11.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/150 Add Comments.mp4 11.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/401 Business Case Testing the Model.mp4 11.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/279 Errors when Adding Matrices.mp4 11.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/330 Problems with Gradient Descent.mp4 11.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/363 Business Case Testing the Model.mp4 11.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/154 Comparison Operators.mp4 10.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/264 Relationship between Clustering and Regression.mp4 10.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/176 Conditional Statements Functions and Loops.mp4 9.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/333 Learning Rate Schedules Visualized.mp4 9.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 FIFA19-post.csv 9.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 FIFA19.csv 9.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/179 Modules and Packages.mp4 8.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/163 How to Use a Function within a Function.mp4 8.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/354 Business Case Outlining the Solution.mp4 7.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 365-DataScience.png 7.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/008 365-DataScience.png 7.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/305 A Note on TensorFlow 2 Syntax.mp4 7.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/148 The Double Equality Sign.mp4 6.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/152 Indexing Elements.mp4 6.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/185 Geometrical Representation of the Linear Regression Model.mp4 5.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/149 How to Reassign Values.mp4 4.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/151 Understanding Line Continuation.mp4 2.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/143 Python-Introduction-Course-Notes.pdf 2.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/144 Python-Introduction-Course-Notes.pdf 2.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/119 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx 1.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/118 3.17.Practical-example.Confidence-intervals-lesson.xlsx 1.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/119 3.17.Practical-example.Confidence-intervals-exercise.xlsx 1.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/126 Online-p-value-calculator.pdf 1.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/311 Course-Notes-Section-6.pdf 958.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/312 Course-Notes-Section-6.pdf 958.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 CDS-E7-E8-Hamilton.pdf 865.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/353 Audiobooks-data.csv 727.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/392 Audiobooks-data.csv 727.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/120 Course-notes-hypothesis-testing.pdf 672.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/122 Course-notes-hypothesis-testing.pdf 672.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/297 Shortcuts-for-Jupyter.pdf 634.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/302 Shortcuts-for-Jupyter.pdf 634.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Shortcuts-for-Jupyter.pdf 634.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/285 Course-Notes-Section-2.pdf 592.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Course-Notes-Section-2.pdf 592.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/14 Part 3 Statistics/070 Course-notes-descriptive-statistics.pdf 493.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/071 Course-notes-descriptive-statistics.pdf 493.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/052 Course-Notes-Probability-Distributions.pdf 475.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/040 Course-Notes-Bayesian-Inference.pdf 395.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/095 Course-notes-inferential-statistics.pdf 391.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/096 Course-notes-inferential-statistics.pdf 391.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/025 Course-Notes-Basic-Probability.pdf 380.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/059 Solving-Integrals.pdf 352.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Course-Notes-Logistic-Regression.pdf 343.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/236 Course-Notes-Logistic-Regression.pdf 343.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/006 365-DataScience-Diagram.pdf 330.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 365-DataScience-Diagram.pdf 330.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/069 Probability-Cheat-Sheet.pdf 328.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/31 Part 5 Advanced Statistical Methods in Python/182 Course-notes-regression-analysis.pdf 319.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/183 Course-notes-regression-analysis.pdf 319.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/003 FAQ-The-Data-Science-Course.pdf 313.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/074 Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf 296.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/078 Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf 296.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 Additional-Exercises-Combinatorics-Solutions.pdf 251.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/029 Course-Notes-Combinatorics.pdf 231.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/251 Course-Notes-Cluster-Analysis.pdf 213.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/252 Course-Notes-Cluster-Analysis.pdf 213.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/034 Combinations-With-Repetition.pdf 212.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/067 Probability-in-Finance-Solutions.pdf 188.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/319 Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf 186.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/093 2.13.Practical-example.Descriptive-statistics-lesson.xlsx 150.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/094 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx 149.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/058 Poisson-Expected-Value-and-Variance.pdf 149.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/060 Normal-Distribution-Exp-and-Var.pdf 147.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 data-preprocessing-homework.pdf 137.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/094 2.13.Practical-example.Descriptive-statistics-exercise.xlsx 123.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/067 Probability-in-Finance-Homework.pdf 113.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 Additional-Exercises-Combinatorics.pdf 109.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/035 Symmetry-Explained.pdf 87.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/135 4.10.Hypothesis-testing-section-practical-example.xlsx 53.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/136 4.10.Hypothesis-testing-section-practical-example-exercise-solution.xlsx 45.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/136 4.10.Hypothesis-testing-section-practical-example-exercise.xlsx 44.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/295 GD-function-example.xlsx 43.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/074 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx 42.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/080 2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx 41.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/083 2.8.Skewness-lesson.xlsx 35.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 Absenteeism-data.csv 32.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/073 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx 31.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 Bayesian-Homework-Solutions.pdf 31.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/090 2.11.Covariance-exercise-solution.xlsx 30.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/092 2.12.Correlation-exercise-solution.xlsx 30.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/092 2.12.Correlation-exercise.xlsx 30.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/445 Absenteeism-preprocessed.csv 29.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 df-preprocessed.csv 29.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 Bayesian-Homework.pdf 27.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/079 2.6.Cross-table-and-scatter-plot.xlsx 26.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/104 3.9.The-z-table.xlsx 26.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/105 3.9.The-z-table.xlsx 26.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/089 2.11.Covariance-lesson.xlsx 25.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/099 3.4.Standard-normal-distribution-exercise-solution.xlsx 24.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/003 Download All Resources and Important FAQ.html 22.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/093 Practical Example Descriptive Statistics.en.srt 21.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/14 Part 3 Statistics/070 Statistics-Glossary.xlsx 20.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/090 2.11.Covariance-exercise.xlsx 20.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 Daily-Views-post.xlsx 20.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/071 Glossary.xlsx 20.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 A Practical Example of Probability Distributions.en.srt 20.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/084 2.8.Skewness-exercise-solution.xlsx 20.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/242 Bank-data.csv 20.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/245 Bank-data.csv 20.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/247 Bank-data.csv 20.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/250 Bank-data.csv 20.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/096 3.2.What-is-a-distribution-lesson.xlsx 19.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 A Practical Example of Bayesian Inference.en.srt 19.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/077 2.5.The-Histogram-lesson.xlsx 19.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/078 2.5.The-Histogram-exercise-solution.xlsx 17.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/080 2.6.Cross-table-and-scatter-plot-exercise.xlsx 16.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/108 3.11.The-t-table.xlsx 16.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/109 3.11.The-t-table.xlsx 16.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 Customers-Membership-post.xlsx 16.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/078 2.5.The-Histogram-exercise.xlsx 15.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/074 2.3.Categorical-variables.Visualization-techniques-exercise.xlsx 15.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/226 Practical Example Linear Regression (Part 1).en.srt 15.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/146 Python Strings.en.srt 14.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/127 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx 14.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/130 4.7.Test-for-the-mean.Dependent-samples-exercise-solution.xlsx 14.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/112 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise-solution.xlsx 14.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 A Practical Example of Combinatorics.en.srt 14.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/112 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise.xlsx 14.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/118 Practical Example Inferential Statistics.en.srt 14.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/395 Business Case Preprocessing.en.srt 13.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/158 The ELIF Statement.en.srt 13.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/076 2.4.Numerical-variables.Frequency-distribution-table-exercise-solution.xlsx 13.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/130 4.7.Test-for-the-mean.Dependent-samples-exercise.xlsx 13.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/128 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx 12.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/088 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx 12.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/356 Business Case Preprocessing the Data.en.srt 12.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/099 3.4.Standard-normal-distribution-exercise.xlsx 12.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 Continuing with BI ML and AI.en.srt 12.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/283 Why is Linear Algebra Useful.en.srt 12.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/088 2.10.Standard-deviation-and-coefficient-of-variation-exercise.xlsx 11.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/231 Practical Example Linear Regression (Part 4).en.srt 11.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/075 2.4.Numerical-variables.Frequency-distribution-table-lesson.xlsx 11.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/134 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx 11.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/082 2.7.Mean-median-and-mode-exercise-solution.xlsx 11.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/128 4.6.Test-for-the-mean.Population-variance-unknown-exercise.xlsx 11.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/132 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx 11.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/125 4.4.Test-for-the-mean.Population-variance-known-exercise-solution.xlsx 11.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/104 3.9.Population-variance-known-z-score-lesson.xlsx 11.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/105 3.9.Population-variance-known-z-score-exercise-solution.xlsx 11.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/109 3.11.Population-variance-unknown-t-score-exercise-solution.xlsx 11.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/086 2.9.Variance-exercise-solution.xlsx 11.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/125 4.4.Test-for-the-mean.Population-variance-known-exercise.xlsx 11.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/017 Techniques for Working with Traditional Methods.en.srt 11.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/087 2.10.Standard-deviation-and-coefficient-of-variation-lesson.xlsx 11.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/124 4.4.Test-for-the-mean.Population-variance-known-lesson.xlsx 11.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/082 2.7.Mean-median-and-mode-exercise.xlsx 11.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/300 Basic NN Example (Part 4).en.srt 11.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/105 3.9.Population-variance-known-z-score-exercise.xlsx 11.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/086 2.9.Variance-exercise.xlsx 11.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/392 Business Case Getting Acquainted with the Dataset.en.srt 11.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/108 3.11.Population-variance-unknown-t-score-lesson.xlsx 11.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/132 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise.xlsx 11.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/353 Business Case Exploring the Dataset and Identifying Predictors.en.srt 10.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/006 Business Analytics Data Analytics and Data Science An Introduction.en.srt 10.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/011 Techniques for Working with Traditional Data.en.srt 10.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/109 3.11.Population-variance-unknown-t-score-exercise.xlsx 10.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/233 Practical Example Linear Regression (Part 5).en.srt 10.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/134 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx 10.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/020 Types of Machine Learning.en.srt 10.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/081 2.7.Mean-median-and-mode-lesson.xlsx 10.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/111 3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx 10.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/406 Taking a Closer Look at APIs.en.srt 10.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/098 3.4.Standard-normal-distribution-lesson.xlsx 10.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/259 Categorical.csv 10.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/422 Obtaining Dummies from a Single Feature.en.srt 10.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/388 MNIST Learning.en.srt 10.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/114 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise-solution.xlsx 10.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/085 2.9.Variance-lesson.xlsx 10.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/427 Classifying the Various Reasons for Absence.en.srt 10.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/466 Analyzing Age vs Probability in Tableau.en.srt 10.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/067 Probability in Finance.en.srt 10.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/113 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx 10.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/167 Lists.en.srt 10.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/114 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise.xlsx 10.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/104 Confidence Intervals Population Variance Known Z-score.en.srt 10.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/116 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise-solution.xlsx 10.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/129 4.7.Test-for-the-mean.Dependent-samples-lesson.xlsx 10.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 Customers-Membership.xlsx 9.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/131 4.8.Test-for-the-mean.Independent-samples-Part-1-lesson.xlsx 9.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/225 Train - Test Split Explained.en.srt 9.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/256 A Simple Example of Clustering.en.srt 9.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/468 Analyzing Reasons vs Probability in Tableau.en.srt 9.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 Daily-Views.xlsx 9.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/115 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx 9.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/282 Dot Product of Matrices.en.srt 9.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/084 2.8.Skewness-exercise.xlsx 9.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/053 Types of Probability Distributions.en.srt 9.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/133 4.9.Test-for-the-mean.Independent-samples-Part-2-lesson.xlsx 9.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/346 MNIST Preprocess the Data - Shuffle and Batch.en.srt 9.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/266 Market Segmentation with Cluster Analysis (Part 2).en.srt 9.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/116 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise.xlsx 9.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/384 MNIST Model Outline.en.srt 9.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/03 The Field of Data Science - Connecting the Data Science Disciplines/009 Applying Traditional Data Big Data BI Traditional Data Science and ML.en.srt 9.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/161 How to Create a Function with a Parameter.en.srt 9.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/025 The Basic Probability Formula.en.srt 9.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/140 Installing Python and Jupyter.en.srt 9.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/019 Machine Learning (ML) Techniques.en.srt 8.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/122 Rejection Region and Significance Level.en.srt 8.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/059 Characteristics of Continuous Distributions.en.srt 8.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/015 Business Intelligence (BI) Techniques.en.srt 8.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/405 What are Data Connectivity APIs and Endpoints.en.srt 8.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/135 Practical Example Hypothesis Testing.en.srt 8.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/295 Optimization Algorithm 1-Parameter Gradient Descent.en.srt 8.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/068 Probability in Statistics.en.srt 8.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/171 Dictionaries.en.srt 8.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/437 Analyzing the Dates from the Initial Data Set.en.srt 8.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/446 Creating the Targets for the Logistic Regression.en.srt 8.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/168 Using Methods.en.srt 8.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/057 Discrete Distributions The Binomial Distribution.en.srt 8.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/250 Bank-data-testing.csv 8.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/257 Countries-exercise.csv 8.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/261 Countries-exercise.csv 8.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/389 MNIST Results and Testing.en.srt 8.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/204 Dealing with Categorical Data - Dummy Variables.en.srt 8.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/124 Test for the Mean. Population Variance Known.en.srt 8.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/449 Splitting the Data for Training and Testing.en.srt 8.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/111 Confidence intervals. Two means. Dependent samples.en.srt 8.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/227 Practical Example Linear Regression (Part 2).en.srt 8.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/438 Extracting the Month Value from the Date Column.en.srt 8.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/350 MNIST Learning.en.srt 8.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/379 Basic NN Example with TF Model Output.en.srt 8.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/177 How to Iterate over Dictionaries.en.srt 8.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/187 First Regression in Python.en.srt 8.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/452 Interpreting the Coefficients for Our Problem.en.srt 8.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/307 Outlining the Model with TensorFlow 2.en.srt 8.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/361 Business Case Setting an Early Stopping Mechanism.en.srt 8.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/418 Dropping a Column from a DataFrame in Python.en.srt 8.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/142 Prerequisites for Coding in the Jupyter Notebooks.en.srt 8.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/397 Creating a Data Provider.en.srt 7.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/220 Feature Scaling (Standardization).en.srt 7.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/174 Lists with the range() Function.en.srt 7.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/156 The IF Statement.en.srt 7.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/052 Fundamentals of Probability Distributions.en.srt 7.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/085 Variance.en.srt 7.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/463 Deploying the absenteeism_module - Part II.en.srt 7.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/195 Adjusted R-Squared.en.srt 7.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/265 Market Segmentation with Cluster Analysis (Part 1).en.srt 7.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/296 Optimization Algorithm n-Parameter Gradient Descent.en.srt 7.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/175 Conditional Statements and Loops.en.srt 7.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/450 Fitting the Model and Assessing its Accuracy.en.srt 7.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/260 How to Choose the Number of Clusters.en.srt 7.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/377 Basic NN Example with TF Inputs Outputs Targets Weights Biases.en.srt 7.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/271 Dendrogram.en.srt 7.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/209 Simple Linear Regression with sklearn.en.srt 7.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/06 The Field of Data Science - Popular Data Science Tools/022 Necessary Programming Languages and Software Used in Data Science.en.srt 7.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/221 Feature Selection through Standardization of Weights.en.srt 7.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/454 Interpreting the Coefficients of the Logistic Regression.en.srt 7.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/470 Analyzing Transportation Expense vs Probability in Tableau.en.srt 7.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/348 MNIST Outline the Model.en.srt 7.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/050 Bayes Law.en.srt 7.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/183 The Linear Regression Model.en.srt 7.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/414 Checking the Content of the Data Set.en.srt 7.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/120 Null vs Alternative Hypothesis.en.srt 7.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/138 Why Python.en.srt 7.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/398 Business Case Model Outline.en.srt 7.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/170 Tuples.en.srt 7.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/137 Introduction to Programming.en.srt 7.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/325 Early Stopping or When to Stop Training.en.srt 7.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/298 Basic NN Example (Part 2).en.srt 7.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/028 Events and Their Complements.en.srt 6.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/408 Software Integration - Explained.en.srt 6.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/313 Digging into a Deep Net.en.srt 6.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/210 Simple Linear Regression with sklearn - A StatsModels-like Summary Table.en.srt 6.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/026 Computing Expected Values.en.srt 6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/079 Cross Tables and Scatter Plots.en.srt 6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/201 A3 Normality and Homoscedasticity.en.srt 6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/216 Feature Selection (F-regression).en.srt 6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/255 K-Means Clustering.en.srt 6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/069 Probability in Data Science.en.srt 6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/004 Data Science and Business Buzzwords Why are there so Many.en.srt 6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/451 Creating a Summary Table with the Coefficients and Intercept.en.srt 6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/087 Standard Deviation and Coefficient of Variation.en.srt 6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/399 Business Case Optimization.en.srt 6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/172 For Loops.en.srt 6.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/193 R-Squared.en.srt 6.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/058 Discrete Distributions The Poisson Distribution.en.srt 6.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/249 Testing the Model.en.srt 6.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/04 The Field of Data Science - The Benefits of Each Discipline/010 The Reason Behind These Disciplines.en.srt 6.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/456 Testing the Model We Created.en.srt 6.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/368 An overview of CNNs.en.srt 6.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/162 Defining a Function in Python - Part II.en.srt 6.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/027 Frequency.en.srt 6.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/267 How is Clustering Useful.en.srt 6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/302 How to Install TensorFlow 2.0.en.srt 6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/001 A Practical Example What You Will Learn in This Course.en.srt 6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/272 Heatmaps.en.srt 6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/190 How to Interpret the Regression Table.en.srt 6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/073 Categorical Variables - Visualization Techniques.en.srt 6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/157 The ELSE Statement.en.srt 6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/344 MNIST Preprocess the Data - Create a Validation Set and Scale It.en.srt 6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/214 Calculating the Adjusted R-Squared in sklearn.en.srt 6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/360 Business Case Learning and Interpreting the Result.en.srt 6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/129 Test for the Mean. Dependent Samples.en.srt 6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/252 Some Examples of Clusters.en.srt 6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/308 Interpreting the Result and Extracting the Weights and Bias.en.srt 6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/159 A Note on Boolean Values.en.srt 6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/239 Example-bank-data.csv 6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/110 Margin of Error.en.srt 6.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/276 Arrays in Python - A Convenient Way To Represent Matrices.en.srt 6.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/178 Object Oriented Programming.en.srt 6.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/113 Confidence intervals. Two means. Independent Samples (Part 1).en.srt 6.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/144 Variables.en.srt 6.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/352 MNIST Testing the Model.en.srt 6.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/338 Standardization.en.srt 6.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/071 Types of Data.en.srt 6.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/332 Learning Rate Schedules or How to Choose the Optimal Learning Rate.en.srt 6.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/404 What are Data Servers Clients Requests and Responses.en.srt 6.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/173 While Loops and Incrementing.en.srt 6.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/285 Introduction to Neural Networks.en.srt 6.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/263 To Standardize or not to Standardize.en.srt 6.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/096 What is a Distribution.en.srt 6.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/421 Analyzing the Reasons for Absence.en.srt 6.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/236 A Simple Example in Python.en.srt 5.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/155 Logical and Identity Operators.en.srt 5.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/127 Test for the Mean. Population Variance Unknown.en.srt 5.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/081 Mean median and mode.en.srt 5.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/108 Confidence Intervals Population Variance Unknown T-score.en.srt 5.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/442 Working on Education Children and Pets.en.srt 5.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/013 Techniques for Working with Big Data.en.srt 5.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/123 Type I Error and Type II Error.en.srt 5.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/100 Central Limit Theorem.en.srt 5.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/186 Python Packages Installation.en.srt 5.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/460 Preparing the Deployment of the Model through a Module.en.srt 5.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/034 Solving Combinations.en.srt 5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/222 Predicting with the Standardized Coefficients.en.srt 5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/320 What is Overfitting.en.srt 5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/457 Saving the Model and Preparing it for Deployment.en.srt 5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/241 Understanding Logistic Regression Tables.en.srt 5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/169 List Slicing.en.srt 5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/043 Union of Sets.en.srt 5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/131 Test for the mean. Independent Samples (Part 1).en.srt 5.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/407 Communication between Software Products through Text Files.en.srt 5.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/14 Part 3 Statistics/070 Population and Sample.en.srt 5.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/290 The Linear model with Multiple Inputs and Multiple Outputs.en.srt 5.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/409 Game Plan for this Python SQL and Tableau Business Exercise.en.srt 5.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/244 Binary Predictors in a Logistic Regression.en.srt 5.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/106 Confidence Interval Clarifications.en.srt 5.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/280 Transpose of a Matrix.en.srt 5.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/160 Defining a Function in Python.en.srt 5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/402 Business Case A Comment on the Homework.en.srt 5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/08 The Field of Data Science - Debunking Common Misconceptions/024 Debunking Common Misconceptions.en.srt 5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/061 Continuous Distributions The Standard Normal Distribution.en.srt 5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/294 Common Objective Functions Cross-Entropy Loss.en.srt 5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/315 Activation Functions.en.srt 5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/200 A2 No Endogeneity.en.srt 5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/455 Backward Elimination or How to Simplify Your Model.en.srt 5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/303 TensorFlow Outline and Comparison with Other Libraries.en.srt 5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/287 Types of Machine Learning.en.srt 5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/365 Summary on What Youve Learned.en.srt 5.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/334 Adaptive Learning Rate Schedules (AdaGrad and RMSprop ).en.srt 5.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/374 TensorFlow Intro.en.srt 5.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/386 Calculating the Accuracy of the Model.en.srt 5.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/133 Test for the mean. Independent Samples (Part 2).en.srt 5.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/370 An Overview of non-NN Approaches.en.srt 5.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/008 A Breakdown of our Data Science Infographic.en.srt 5.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/002 What Does the Course Cover.en.srt 5.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/005 What is the difference between Analysis and Analytics.en.srt 5.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/428 Using .concat() in Python.en.srt 5.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/040 Sets and Events.en.srt 5.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/126 p-value.en.srt 5.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/453 Standardizing only the Numerical Variables (Creating a Custom Scaler).en.srt 5.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/065 Continuous Distributions The Logistic Distribution.en.srt 5.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/248 Underfitting and Overfitting.en.srt 5.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/046 The Conditional Probability Formula.en.srt 5.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/089 Covariance.en.srt 5.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/202 A4 No Autocorrelation.en.srt 5.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/097 The Normal Distribution.en.srt 5.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/322 What is Validation.en.srt 5.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/237 Logistic vs Logit Function.en.srt 5.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/378 Basic NN Example with TF Loss Function and Gradient Descent.en.srt 4.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/181 Importing Modules in Python.en.srt 4.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/329 Stochastic Gradient Descent.en.srt 4.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/340 Binary and One-Hot Encoding.en.srt 4.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/251 Introduction to Cluster Analysis.en.srt 4.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/243 What do the Odds Actually Mean.en.srt 4.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/060 Continuous Distributions The Normal Distribution.en.srt 4.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/462 Deploying the absenteeism_module - Part I.en.srt 4.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/091 Correlation Coefficient.en.srt 4.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/358 Business Case Load the Preprocessed Data.en.srt 4.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/153 Structuring with Indentation.en.srt 4.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/270 Types of Clustering.en.srt 4.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/139 Why Jupyter.en.srt 4.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/41 Part 7 Deep Learning/284 What to Expect from this Part.en.srt 4.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/049 The Multiplication Law.en.srt 4.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/203 A5 No Multicollinearity.en.srt 4.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/262 Pros and Cons of K-Means Clustering.en.srt 4.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/445 Exploring the Problem with a Machine Learning Mindset.en.srt 4.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/072 Levels of Measurement.en.srt 4.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/033 Solving Variations without Repetition.en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/115 Confidence intervals. Two means. Independent Samples (Part 2).en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/355 Business Case Balancing the Dataset.en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/07 The Field of Data Science - Careers in Data Science/023 Finding the Job - What to Expect and What to Look for.en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/394 The Importance of Working with a Balanced Dataset.en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/439 Extracting the Day of the Week from the Date Column.en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/317 Backpropagation.en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/297 Basic NN Example (Part 1).en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/299 Basic NN Example (Part 3).en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/316 Activation Functions Softmax Activation.en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/206 Making Predictions with the Linear Regression.en.srt 4.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/041 Ways Sets Can Interact.en.srt 4.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/075 Numerical Variables - Frequency Distribution Table.en.srt 4.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/273 What is a Matrix.en.srt 4.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/441 Analyzing Several Straightforward Columns for this Exercise.en.srt 4.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/035 Symmetry of Combinations.en.srt 4.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Training the Model.en.srt 4.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/281 Dot Product.en.srt 4.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/166 Built-in Functions in Python.en.srt 4.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/448 Standardizing the Data.en.srt 4.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/324 N-Fold Cross Validation.en.srt 4.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/213 Multiple Linear Regression with sklearn.en.srt 4.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/191 Decomposition of Variability.en.srt 4.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/037 Combinatorics in Real-Life The Lottery.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/411 Introducing the Data Set.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/064 Continuous Distributions The Exponential Distribution.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/107 Students T Distribution.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/246 Calculating the Accuracy of the Model.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/229 Practical Example Linear Regression (Part 3).en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/147 Using Arithmetic Operators in Python.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/309 Customizing a TensorFlow 2 Model.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/62 Bonus Lecture/471 Bonus Lecture Next Steps.html 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/275 Linear Algebra and Geometry.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/030 Permutations and How to Use Them.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/254 Math Prerequisites.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/415 Introduction to Terms with Multiple Meanings.en.srt 4.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/278 Addition and Subtraction of Matrices.en.srt 4.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/413 Importing the Absenteeism Data in Python.en.srt 4.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/318 Backpropagation Picture.en.srt 4.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/098 The Standard Normal Distribution.en.srt 4.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/314 Non-Linearities and their Purpose.en.srt 4.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/288 The Linear Model (Linear Algebraic Version).en.srt 4.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/150 Add Comments.en.srt 4.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/336 Preprocessing Introduction.en.srt 4.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/056 Discrete Distributions The Bernoulli Distribution.en.srt 3.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/192 What is the OLS.en.srt 3.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/274 Scalars and Vectors.en.srt 3.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/410 The Business Task.en.srt 3.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/036 Solving Combinations with Separate Sample Spaces.en.srt 3.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/141 Understanding Jupyters Interface - the Notebook Dashboard.en.srt 3.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/038 A Recap of Combinatorics.en.srt 3.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/102 Estimators and Estimates.en.srt 3.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/328 State-of-the-Art Method - (Xavier) Glorot Initialization.en.srt 3.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/369 An Overview of RNNs.en.srt 3.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/416 Whats Regression Analysis - a Quick Refresher.html 3.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/145 Numbers and Boolean Values in Python.en.srt 3.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/327 Types of Simple Initializations.en.srt 3.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/447 Selecting the Inputs for the Logistic Regression.en.srt 3.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/083 Skewness.en.srt 3.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/434 Creating Checkpoints while Coding in Jupyter.en.srt 3.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/304 TensorFlow 1 vs TensorFlow 2.en.srt 3.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/269 iris-with-answers.csv 3.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/382 MNIST How to Tackle the MNIST.en.srt 3.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/277 What is a Tensor.en.srt 3.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/323 Training Validation and Test Datasets.en.srt 3.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/018 Real Life Examples of Traditional Methods.en.srt 3.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/341 MNIST The Dataset.en.srt 3.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/180 What is the Standard Library.en.srt 3.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/385 MNIST Loss and Optimization Algorithm.en.srt 3.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/342 MNIST How to Tackle the MNIST.en.srt 3.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/164 Conditional Statements and Functions.en.srt 3.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/326 What is Initialization.en.srt 3.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/306 Types of File Formats Supporting TensorFlow.en.srt 3.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/047 The Law of Total Probability.en.srt 3.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/381 MNIST What is the MNIST Dataset.en.srt 3.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/032 Solving Variations with Repetition.en.srt 3.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/045 Dependence and Independence of Sets.en.srt 3.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/224 Underfitting and Overfitting.en.srt 3.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/376 Types of File Formats supporting Tensors.en.srt 3.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/331 Momentum.en.srt 3.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/207 What is sklearn and How is it Different from Other Packages.en.srt 3.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/372 How to Install TensorFlow 1.en.srt 3.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/194 Multiple Linear Regression.en.srt 3.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 What to Expect from the Following Sections.html 3.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/335 Adam (Adaptive Moment Estimation).en.srt 3.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/143 Python 2 vs Python 3.en.srt 3.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/238 Building a Logistic Regression.en.srt 3.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/253 Difference between Classification and Clustering.en.srt 3.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/031 Simple Operations with Factorials.en.srt 3.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/103 What are Confidence Intervals.en.srt 3.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/312 What is a Deep Net.en.srt 3.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/258 Clustering Categorical Data.en.srt 3.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/240 An Invaluable Coding Tip.en.srt 3.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/425 Dropping a Dummy Variable from the Data Set.html 3.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/121 Further Reading on Null and Alternative Hypothesis.html 3.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/373 A Note on Installing Packages in Anaconda.html 3.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/289 The Linear Model with Multiple Inputs.en.srt 3.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/343 MNIST Importing the Relevant Packages and Loading the Data.en.srt 3.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/198 OLS Assumptions.en.srt 3.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/390 MNIST Solutions.html 3.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/349 MNIST Select the Loss and the Optimizer.en.srt 3.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/218 Creating a Summary Table with P-values.en.srt 3.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/077 The Histogram.en.srt 3.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/165 Functions Containing a Few Arguments.en.srt 3.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/458 ARTICLE - A Note on pickling.html 3.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/391 MNIST Exercises.html 3.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/400 Business Case Interpretation.en.srt 3.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/208 How are Going to Approach this Section.en.srt 3.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/387 MNIST Batching and Early Stopping.en.srt 3.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/021 Real Life Examples of Machine Learning (ML).en.srt 3.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/330 Problems with Gradient Descent.en.srt 2.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/351 MNIST - Exercises.html 2.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/417 Using a Statistical Approach towards the Solution to the Exercise.en.srt 2.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/062 Continuous Distributions The Students T Distribution.en.srt 2.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/293 Common Objective Functions L2-norm Loss.en.srt 2.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/339 Preprocessing Categorical Data.en.srt 2.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/063 Continuous Distributions The Chi-Squared Distribution.en.srt 2.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/048 The Additive Rule.en.srt 2.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/055 Discrete Distributions The Uniform Distribution.en.srt 2.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/external-assets-links.txt 2.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/401 Business Case Testing the Model.en.srt 2.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/291 Graphical Representation of Simple Neural Networks.en.srt 2.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/321 Underfitting and Overfitting for Classification.en.srt 2.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/279 Errors when Adding Matrices.en.srt 2.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/197 Test for Significance of the Model (F-Test).en.srt 2.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/366 Whats Further out there in terms of Machine Learning.en.srt 2.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/393 Business Case Outlining the Solution.en.srt 2.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/044 Mutually Exclusive Sets.en.srt 2.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/301 Basic NN Example Exercises.html 2.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/443 Final Remarks of this Section.en.srt 2.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/042 Intersection of Sets.en.srt 2.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/154 Comparison Operators.en.srt 2.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/054 Characteristics of Discrete Distributions.en.srt 2.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/external-assets-links.txt 2.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/380 Basic NN Example with TF Exercises.html 2.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/176 Conditional Statements Functions and Loops.en.srt 2.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/268 iris-dataset.csv 2.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/269 iris-dataset.csv 2.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/311 What is a Layer.en.srt 2.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/199 A1 Linearity.en.srt 2.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/012 Real Life Examples of Traditional Data.en.srt 2.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/31 Part 5 Advanced Statistical Methods in Python/182 Introduction to Regression Analysis.en.srt 2.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/188 First Regression in Python Exercise.html 2.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/264 Relationship between Clustering and Regression.en.srt 2.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Actual Introduction to TensorFlow.en.srt 2.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/333 Learning Rate Schedules Visualized.en.srt 2.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/310 Basic NN with TensorFlow Exercises.html 2.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/016 Real Life Examples of Business Intelligence (BI).en.srt 2.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/292 What is the Objective Function.en.srt 2.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/383 MNIST Relevant Packages.en.srt 2.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/184 Correlation vs Regression.en.srt 2.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/440 EXERCISE - Removing the Date Column.html 2.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/363 Business Case Testing the Model.en.srt 2.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/163 How to Use a Function within a Function.en.srt 2.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/101 Standard error.en.srt 2.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/354 Business Case Outlining the Solution.en.srt 2.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/117 Confidence intervals. Two means. Independent Samples (Part 3).en.srt 2.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/external-assets-links.txt 1.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/367 DeepMind and Deep Learning.html 1.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/014 Real Life Examples of Big Data.en.srt 1.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/464 Exporting the Obtained Data Set as a .csv.html 1.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/148 The Double Equality Sign.en.srt 1.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/431 Reordering Columns in a Pandas DataFrame in Python.en.srt 1.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/444 A Note on Exporting Your Data as a .csv File.html 1.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/419 EXERCISE - Dropping a Column from a DataFrame in Python.html 1.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/external-assets-links.txt 1.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/152 Indexing Elements.en.srt 1.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/426 More on Dummy Variables A Statistical Perspective.en.srt 1.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/228 A Note on Multicollinearity.html 1.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/185 Geometrical Representation of the Linear Regression Model.en.srt 1.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/337 Types of Basic Preprocessing.en.srt 1.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/095 Introduction.en.srt 1.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Introduction to Logistic Regression.en.srt 1.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/211 A Note on Normalization.html 1.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/232 Dummy Variables - Exercise.html 1.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/189 Using Seaborn for Graphs.en.srt 1.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/469 EXERCISE - Transportation Expense vs Probability.html 1.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/319 Backpropagation - A Peek into the Mathematics of Optimization.html 1.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/371 READ ME.html 1.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/305 A Note on TensorFlow 2 Syntax.en.srt 1.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/461 Are You Sure Youre All Set.html 1.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/086 Variance Exercise.html 1.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/433 SOLUTION - Reordering Columns in a Pandas DataFrame in Python.html 1.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/234 Linear Regression - Exercise.html 1.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/029 Fundamentals of Combinatorics.en.srt 1.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/149 How to Reassign Values.en.srt 1.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/403 Business Case Final Exercise.html 1.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/364 Business Case Final Exercise.html 1.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/179 Modules and Packages.en.srt 1.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/467 EXERCISE - Reasons vs Probability.html 1.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/396 Business Case Preprocessing Exercise.html 1.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/217 A Note on Calculation of P-values with sklearn.html 1.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/357 Business Case Preprocessing the Data - Exercise.html 1.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/465 EXERCISE - Age vs Probability.html 1.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/459 EXERCISE - Saving the Model (and Scaler).html 1.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/151 Understanding Line Continuation.en.srt 1.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/213 1.02.Multiple-linear-regression.csv 1.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/214 1.02.Multiple-linear-regression.csv 1.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/external-assets-links.txt 1.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/362 Setting an Early Stopping Mechanism - Exercise.html 1.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/432 EXERCISE - Reordering Columns in a Pandas DataFrame in Python.html 1.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/429 EXERCISE - Using .concat() in Python.html 1.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/external-assets-links.txt 1.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/external-assets-links.txt 1.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/435 EXERCISE - Creating Checkpoints while Coding in Jupyter.html 1.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/423 EXERCISE - Obtaining Dummies from a Single Feature.html 1.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/430 SOLUTION - Using .concat() in Python.html 1.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/436 SOLUTION - Creating Checkpoints while Coding in Jupyter.html 1.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/420 SOLUTION - Dropping a Column from a DataFrame in Python.html 1.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/424 SOLUTION - Obtaining Dummies from a Single Feature.html 1.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/114 Confidence intervals. Two means. Independent Samples (Part 1). Exercise.html 993 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/116 Confidence intervals. Two means. Independent Samples (Part 2). Exercise.html 993 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/268 EXERCISE Species Segmentation with Cluster Analysis (Part 1).html 988 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/269 EXERCISE Species Segmentation with Cluster Analysis (Part 2).html 988 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/109 Confidence Intervals Population Variance Unknown T-score Exercise.html 987 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/105 Confidence Intervals Population Variance Known Z-score Exercise.html 985 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/112 Confidence intervals. Two means. Dependent samples Exercise.html 981 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/245 Binary Predictors in a Logistic Regression - Exercise.html 981 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/132 Test for the mean. Independent Samples (Part 1). Exercise.html 979 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/134 Test for the mean. Independent Samples (Part 2). Exercise.html 979 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/242 Understanding Logistic Regression Tables - Exercise.html 979 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/088 Standard Deviation and Coefficient of Variation Exercise.html 978 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/345 MNIST Preprocess the Data - Scale the Test Data - Exercise.html 978 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/128 Test for the Mean. Population Variance Unknown Exercise.html 977 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/347 MNIST Preprocess the Data - Shuffle and Batch - Exercise.html 976 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/125 Test for the Mean. Population Variance Known Exercise.html 975 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/261 How to Choose the Number of Clusters - Exercise.html 975 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/215 Calculating the Adjusted R-Squared in sklearn - Exercise.html 973 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/094 Practical Example Descriptive Statistics Exercise.html 971 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/119 Practical Example Inferential Statistics Exercise.html 971 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/359 Business Case Load the Preprocessed Data - Exercise.html 971 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/239 Building a Logistic Regression - Exercise.html 969 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/257 A Simple Example of Clustering - Exercise.html 969 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/130 Test for the Mean. Dependent Samples Exercise.html 967 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/136 Practical Example Hypothesis Testing Exercise.html 967 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/259 Clustering Categorical Data - Exercise.html 966 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/212 Simple Linear Regression with sklearn - Exercise.html 965 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/230 Dummies and Variance Inflation Factor - Exercise.html 965 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/247 Calculating the Accuracy of the Model.html 965 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/205 Dealing with Categorical Data - Dummy Variables.html 964 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/099 The Standard Normal Distribution Exercise.html 963 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/080 Cross Tables and Scatter Plots Exercise.html 961 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/223 Feature Scaling (Standardization) - Exercise.html 961 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/250 Testing the Model - Exercise.html 956 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/092 Correlation Coefficient Exercise.html 954 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/219 Multiple Linear Regression - Exercise.html 954 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/074 Categorical Variables Exercise.html 952 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/196 Multiple Linear Regression Exercise.html 952 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/082 Mean Median and Mode Exercise.html 951 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/076 Numerical Variables Exercise.html 950 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/090 Covariance Exercise.html 941 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/078 Histogram Exercise.html 940 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/084 Skewness Exercise.html 939 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/external-assets-links.txt 934 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/209 1.01.Simple-linear-regression.csv 922 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/210 1.01.Simple-linear-regression.csv 922 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/external-assets-links.txt 897 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/external-assets-links.txt 890 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/external-assets-links.txt 841 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/external-assets-links.txt 778 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/external-assets-links.txt 772 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/external-assets-links.txt 771 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/external-assets-links.txt 734 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/external-assets-links.txt 704 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/external-assets-links.txt 529 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/external-assets-links.txt 519 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/external-assets-links.txt 511 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/external-assets-links.txt 459 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/external-assets-links.txt 312 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/external-assets-links.txt 277 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/external-assets-links.txt 230 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/external-assets-links.txt 221 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/ReadMe.txt 220 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/ReadMe.txt 220 Bytes
ReadMe.txt 220 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/62 Bonus Lecture/ReadMe.txt 220 Bytes
Visit Coursedrive.org.url 124 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/Visit Coursedrive.org.url 124 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/Visit Coursedrive.org.url 124 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/62 Bonus Lecture/Visit Coursedrive.org.url 124 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/external-assets-links.txt 102 Bytes
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/external-assets-links.txt 88 Bytes

==查看完整文档列表==

上一个：WAAA-050C1.4 GB
下一个：435MFC-160 3.5 GB

24小时热门磁力链接

Andor [HDTV 720p][Cap.205] 8145次下载 Cap HDTV 720p
Маня и Груня.2024.WEB-DL 720p.Files-x 5109次下载 2024 WEB DL
Havoc.2025.1080p.NF.WEB-DL.DDP5.1.Atmos.H.264-EniaHD.mkv 5077次下载 WEB DL DDP5
The.Super.Cube.S01E09.1080p.iQ.WEB-DL.AAC2.0.H.264-VARYG.mkv 5040次下载 WEB DL Cube
Star.Wars.Andor.S02E05.I.Have.Friends.Everywhere.1080p.DS... 4944次下载 WEB DL Star
新桥恋人.电影港地址发布页 www.dygang.me 收藏不迷路 4365次下载 me www 发布页
Night at the Museum Battle of the Smithsonian 2009 2160p... 4161次下载 KiNGDOM WEB DL
www.UIndex.org - ... 4126次下载 www MeGusta HEVC
Palma.2.2024.WEB-DL.1080p.ExKinoRay.mkv 4000次下载 WEB DL 2.2024
Guns N' Roses - Greatest Hits Live Broadcast Collection... 3915次下载 Live Remastered Hits

本周热门磁力链接

Andor [HDTV 720p][Cap.205] 8145次下载 Cap HDTV 720p
(同人CG集) [白色絵の具 (無味ムスミ)] 友達の母が巨乳で金髪の淫乱美女でした.zip 6346次下载 zip 巨乳 CG
You.S05E02.720p.HEVC.x265-MeGusta[EZTVx.to].mkv 6221次下载 S05E02 HEVC 720p
up-mod-minecraft-play-with-friends-v1-21-80-28-... 6023次下载 982108028 mod play
the.last.of.us.s02e02.1080p.web.h264-successful... 5335次下载 web last h264
异世降临.6v电影地址发布页 www.6v123.net 收藏不迷路 5220次下载 www 发布页 6v123
Opasnaya.blizost.S01.2025.WEB-DL.1080p 5127次下载 WEB DL S01
Маня и Груня.2024.WEB-DL 720p.Files-x 5109次下载 2024 WEB DL
Andor.S02E02.Sagrona.Teema.1080p.HEVC.x265-MeGu... 5100次下载 HEVC Andor mkv
Havoc.2025.1080p.NF.WEB-DL.DDP5.1.Atmos.H.264-E... 5077次下载 WEB DL DDP5

种子标签

种子评价

优质的种子 (0) 假种子 (0) 有密码 (0) 低质量 (0) 有病毒 (0) 无法下载 (0)
欢迎对种子质量进行评价。

人气女优

北川ゆい Akira COCOLO Saiko あいだももあさのくるみあまいれもんいしかわ愛里いとうしいなうさみ恭香うちだまひろかぐやひめかとりこのみかないかほくすのき琴美クミコグレースくらもとまい（葉月ありさ）さとみ中村あみしいな純菜しのざきさとみ（三沢亜也）牧本千幸（つかもと友希）眞木ありさデヴィテラパトリックドミニカともさかまいともさか愛なごみもえひなこ

分享BT种子/磁力链接

亲，你知道吗？下载的人越多速度越快，赶快把本页面分享给好友一起下载吧^_^

磁力管家