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文档列表

the-data-science-course-complete-data-science-bootcamp/16 Statistics - Practical Example Descriptive Statistics/093 Practical Example Descriptive Statistics.mp4 168.2 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/066 A Practical Example of Probability Distributions.mp4 165.5 MB
the-data-science-course-complete-data-science-bootcamp/11 Probability - Bayesian Inference/051 A Practical Example of Bayesian Inference.mp4 152.2 MB
the-data-science-course-complete-data-science-bootcamp/40 Part 6 Mathematics/283 Why is Linear Algebra Useful.mp4 151.3 MB
the-data-science-course-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-complete-data-science-bootcamp/10 Probability - Combinatorics/039 A Practical Example of Combinatorics.mp4 140.8 MB
the-data-science-course-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-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-complete-data-science-bootcamp/56 Software Integration/406 Taking a Closer Look at APIs.mp4 121.2 MB
the-data-science-course-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-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-complete-data-science-bootcamp/56 Software Integration/405 What are Data Connectivity APIs and Endpoints.mp4 109.1 MB
the-data-science-course-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-complete-data-science-bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/395 Business Case Preprocessing.mp4 108.4 MB
the-data-science-course-complete-data-science-bootcamp/19 Statistics - Practical Example Inferential Statistics/118 Practical Example Inferential Statistics.mp4 107.6 MB
the-data-science-course-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-complete-data-science-bootcamp/13 Probability - Probability in Other Fields/067 Probability in Finance.mp4 103.9 MB
the-data-science-course-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-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/120 Null vs Alternative Hypothesis.mp4 96.5 MB
the-data-science-course-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-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-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/237 Logistic vs Logit Function.mp4 90.7 MB
the-data-science-course-complete-data-science-bootcamp/09 Part 2 Probability/025 The Basic Probability Formula.mp4 90.1 MB
the-data-science-course-complete-data-science-bootcamp/51 Deep Learning - Business Case Example/356 Business Case Preprocessing the Data.mp4 88.4 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/059 Characteristics of Continuous Distributions.mp4 88.2 MB
the-data-science-course-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/122 Rejection Region and Significance Level.mp4 86.6 MB
the-data-science-course-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-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-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-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-complete-data-science-bootcamp/13 Probability - Probability in Other Fields/068 Probability in Statistics.mp4 81.0 MB
the-data-science-course-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-complete-data-science-bootcamp/09 Part 2 Probability/026 Computing Expected Values.mp4 79.4 MB
the-data-science-course-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-complete-data-science-bootcamp/22 Part 4 Introduction to Python/138 Why Python.mp4 78.7 MB
the-data-science-course-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-complete-data-science-bootcamp/38 Advanced Statistical Methods - K-Means Clustering/267 How is Clustering Useful.mp4 78.1 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/052 Fundamentals of Probability Distributions.mp4 77.0 MB
the-data-science-course-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-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/071 Types of Data.mp4 76.0 MB
the-data-science-course-complete-data-science-bootcamp/37 Advanced Statistical Methods - Cluster Analysis/252 Some Examples of Clusters.mp4 75.0 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/053 Types of Probability Distributions.mp4 74.5 MB
the-data-science-course-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-complete-data-science-bootcamp/21 Statistics - Practical Example Hypothesis Testing/135 Practical Example Hypothesis Testing.mp4 72.9 MB
the-data-science-course-complete-data-science-bootcamp/56 Software Integration/404 What are Data Servers Clients Requests and Responses.mp4 72.4 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/057 Discrete Distributions The Binomial Distribution.mp4 72.2 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/56 Software Integration/408 Software Integration - Explained.mp4 66.8 MB
the-data-science-course-complete-data-science-bootcamp/13 Probability - Probability in Other Fields/069 Probability in Data Science.mp4 66.6 MB
the-data-science-course-complete-data-science-bootcamp/17 Statistics - Inferential Statistics Fundamentals/100 Central Limit Theorem.mp4 65.9 MB
the-data-science-course-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-complete-data-science-bootcamp/01 Part 1 Introduction/002 What Does the Course Cover.mp4 65.3 MB
the-data-science-course-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-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-complete-data-science-bootcamp/09 Part 2 Probability/027 Frequency.mp4 64.7 MB
the-data-science-course-complete-data-science-bootcamp/17 Statistics - Inferential Statistics Fundamentals/096 What is a Distribution.mp4 64.6 MB
the-data-science-course-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-complete-data-science-bootcamp/56 Software Integration/407 Communication between Software Products through Text Files.mp4 63.3 MB
the-data-science-course-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-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-complete-data-science-bootcamp/09 Part 2 Probability/028 Events and Their Complements.mp4 62.0 MB
the-data-science-course-complete-data-science-bootcamp/52 Deep Learning - Conclusion/368 An overview of CNNs.mp4 61.6 MB
the-data-science-course-complete-data-science-bootcamp/22 Part 4 Introduction to Python/137 Introduction to Programming.mp4 61.4 MB
the-data-science-course-complete-data-science-bootcamp/14 Part 3 Statistics/070 Population and Sample.mp4 60.9 MB
the-data-science-course-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-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-complete-data-science-bootcamp/10 Probability - Combinatorics/034 Solving Combinations.mp4 60.1 MB
the-data-science-course-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-complete-data-science-bootcamp/11 Probability - Bayesian Inference/043 Union of Sets.mp4 60.0 MB
the-data-science-course-complete-data-science-bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/106 Confidence Interval Clarifications.mp4 59.8 MB
the-data-science-course-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-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-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-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-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/126 p-value.mp4 58.6 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/058 Discrete Distributions The Poisson Distribution.mp4 58.5 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/072 Levels of Measurement.mp4 57.0 MB
the-data-science-course-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-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-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/124 Test for the Mean. Population Variance Known.mp4 56.9 MB
the-data-science-course-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-complete-data-science-bootcamp/11 Probability - Bayesian Inference/040 Sets and Events.mp4 56.1 MB
the-data-science-course-complete-data-science-bootcamp/37 Advanced Statistical Methods - Cluster Analysis/251 Introduction to Cluster Analysis.mp4 56.0 MB
the-data-science-course-complete-data-science-bootcamp/26 Python - Conditional Statements/158 The ELIF Statement.mp4 55.9 MB
the-data-science-course-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-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-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-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-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-complete-data-science-bootcamp/22 Part 4 Introduction to Python/140 Installing Python and Jupyter.mp4 53.5 MB
the-data-science-course-complete-data-science-bootcamp/49 Deep Learning - Preprocessing/338 Standardization.mp4 53.5 MB
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/085 Variance.mp4 53.4 MB
the-data-science-course-complete-data-science-bootcamp/23 Python - Variables and Data Types/146 Python Strings.mp4 53.1 MB
the-data-science-course-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/129 Test for the Mean. Dependent Samples.mp4 52.8 MB
the-data-science-course-complete-data-science-bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/103 What are Confidence Intervals.mp4 52.4 MB
the-data-science-course-complete-data-science-bootcamp/11 Probability - Bayesian Inference/050 Bayes Law.mp4 52.4 MB
the-data-science-course-complete-data-science-bootcamp/17 Statistics - Inferential Statistics Fundamentals/097 The Normal Distribution.mp4 52.3 MB
the-data-science-course-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-complete-data-science-bootcamp/40 Part 6 Mathematics/275 Linear Algebra and Geometry.mp4 52.2 MB
the-data-science-course-complete-data-science-bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/191 Decomposition of Variability.mp4 52.1 MB
the-data-science-course-complete-data-science-bootcamp/40 Part 6 Mathematics/282 Dot Product of Matrices.mp4 51.8 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/11 Probability - Bayesian Inference/049 The Multiplication Law.mp4 51.4 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/060 Continuous Distributions The Normal Distribution.mp4 50.6 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/061 Continuous Distributions The Standard Normal Distribution.mp4 50.2 MB
the-data-science-course-complete-data-science-bootcamp/17 Statistics - Inferential Statistics Fundamentals/102 Estimators and Estimates.mp4 50.1 MB
the-data-science-course-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-complete-data-science-bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/374 TensorFlow Intro.mp4 50.0 MB
the-data-science-course-complete-data-science-bootcamp/11 Probability - Bayesian Inference/041 Ways Sets Can Interact.mp4 49.7 MB
the-data-science-course-complete-data-science-bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/110 Margin of Error.mp4 49.5 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/065 Continuous Distributions The Logistic Distribution.mp4 49.3 MB
the-data-science-course-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-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-complete-data-science-bootcamp/11 Probability - Bayesian Inference/046 The Conditional Probability Formula.mp4 48.1 MB
the-data-science-course-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-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/087 Standard Deviation and Coefficient of Variation.mp4 47.3 MB
the-data-science-course-complete-data-science-bootcamp/42 Deep Learning - Introduction to Neural Networks/287 Types of Machine Learning.mp4 47.3 MB
the-data-science-course-complete-data-science-bootcamp/52 Deep Learning - Conclusion/370 An Overview of non-NN Approaches.mp4 46.9 MB
the-data-science-course-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-complete-data-science-bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/270 Types of Clustering.mp4 46.7 MB
the-data-science-course-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-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-complete-data-science-bootcamp/22 Part 4 Introduction to Python/139 Why Jupyter.mp4 46.5 MB
the-data-science-course-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-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/123 Type I Error and Type II Error.mp4 46.1 MB
the-data-science-course-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-complete-data-science-bootcamp/10 Probability - Combinatorics/033 Solving Variations without Repetition.mp4 45.2 MB
the-data-science-course-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-complete-data-science-bootcamp/42 Deep Learning - Introduction to Neural Networks/285 Introduction to Neural Networks.mp4 45.0 MB
the-data-science-course-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-complete-data-science-bootcamp/10 Probability - Combinatorics/030 Permutations and How to Use Them.mp4 44.8 MB
the-data-science-course-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-complete-data-science-bootcamp/28 Python - Sequences/171 Dictionaries.mp4 43.7 MB
the-data-science-course-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-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-complete-data-science-bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/399 Business Case Optimization.mp4 43.5 MB
the-data-science-course-complete-data-science-bootcamp/10 Probability - Combinatorics/037 Combinatorics in Real-Life The Lottery.mp4 43.3 MB
the-data-science-course-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-complete-data-science-bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/193 R-Squared.mp4 43.0 MB
the-data-science-course-complete-data-science-bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/350 MNIST Learning.mp4 43.0 MB
the-data-science-course-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-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-complete-data-science-bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/186 Python Packages Installation.mp4 42.6 MB
the-data-science-course-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-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-complete-data-science-bootcamp/10 Probability - Combinatorics/035 Symmetry of Combinations.mp4 42.3 MB
the-data-science-course-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/127 Test for the Mean. Population Variance Unknown.mp4 42.2 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/064 Continuous Distributions The Exponential Distribution.mp4 42.2 MB
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/079 Cross Tables and Scatter Plots.mp4 41.7 MB
the-data-science-course-complete-data-science-bootcamp/52 Deep Learning - Conclusion/365 Summary on What Youve Learned.mp4 41.7 MB
the-data-science-course-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-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-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-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-complete-data-science-bootcamp/57 Case Study - Whats Next in the Course/410 The Business Task.mp4 41.1 MB
the-data-science-course-complete-data-science-bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/220 Feature Scaling (Standardization).mp4 41.0 MB
the-data-science-course-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-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-complete-data-science-bootcamp/58 Case Study - Preprocessing the Absenteeism_data/428 Using .concat() in Python.mp4 40.6 MB
the-data-science-course-complete-data-science-bootcamp/10 Probability - Combinatorics/038 A Recap of Combinatorics.mp4 40.4 MB
the-data-science-course-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-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-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-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-complete-data-science-bootcamp/40 Part 6 Mathematics/280 Transpose of a Matrix.mp4 39.9 MB
the-data-science-course-complete-data-science-bootcamp/28 Python - Sequences/167 Lists.mp4 39.6 MB
the-data-science-course-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-complete-data-science-bootcamp/28 Python - Sequences/168 Using Methods.mp4 39.4 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/081 Mean median and mode.mp4 38.9 MB
the-data-science-course-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-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/073 Categorical Variables - Visualization Techniques.mp4 38.4 MB
the-data-science-course-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-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-complete-data-science-bootcamp/37 Advanced Statistical Methods - Cluster Analysis/253 Difference between Classification and Clustering.mp4 37.9 MB
the-data-science-course-complete-data-science-bootcamp/10 Probability - Combinatorics/031 Simple Operations with Factorials.mp4 37.9 MB
the-data-science-course-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-complete-data-science-bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/107 Students T Distribution.mp4 37.2 MB
the-data-science-course-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-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-complete-data-science-bootcamp/11 Probability - Bayesian Inference/047 The Law of Total Probability.mp4 36.6 MB
the-data-science-course-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-complete-data-science-bootcamp/11 Probability - Bayesian Inference/045 Dependence and Independence of Sets.mp4 36.5 MB
the-data-science-course-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-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/236 A Simple Example in Python.mp4 36.4 MB
the-data-science-course-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-complete-data-science-bootcamp/12 Probability - Distributions/056 Discrete Distributions The Bernoulli Distribution.mp4 35.8 MB
the-data-science-course-complete-data-science-bootcamp/10 Probability - Combinatorics/032 Solving Variations with Repetition.mp4 35.7 MB
the-data-science-course-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-complete-data-science-bootcamp/40 Part 6 Mathematics/274 Scalars and Vectors.mp4 35.5 MB
the-data-science-course-complete-data-science-bootcamp/30 Python - Advanced Python Tools/178 Object Oriented Programming.mp4 35.2 MB
the-data-science-course-complete-data-science-bootcamp/40 Part 6 Mathematics/273 What is a Matrix.mp4 35.2 MB
the-data-science-course-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-complete-data-science-bootcamp/10 Probability - Combinatorics/036 Solving Combinations with Separate Sample Spaces.mp4 34.8 MB
the-data-science-course-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-complete-data-science-bootcamp/46 Deep Learning - Overfitting/322 What is Validation.mp4 34.3 MB
the-data-science-course-complete-data-science-bootcamp/40 Part 6 Mathematics/278 Addition and Subtraction of Matrices.mp4 34.2 MB
the-data-science-course-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-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-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/249 Testing the Model.mp4 33.8 MB
the-data-science-course-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-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-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-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-complete-data-science-bootcamp/41 Part 7 Deep Learning/284 What to Expect from this Part.mp4 32.6 MB
the-data-science-course-complete-data-science-bootcamp/46 Deep Learning - Overfitting/320 What is Overfitting.mp4 32.6 MB
the-data-science-course-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-complete-data-science-bootcamp/28 Python - Sequences/169 List Slicing.mp4 32.3 MB
the-data-science-course-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-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/241 Understanding Logistic Regression Tables.mp4 32.0 MB
the-data-science-course-complete-data-science-bootcamp/51 Deep Learning - Business Case Example/355 Business Case Balancing the Dataset.mp4 31.9 MB
the-data-science-course-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-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-complete-data-science-bootcamp/25 Python - Other Python Operators/155 Logical and Identity Operators.mp4 31.5 MB
the-data-science-course-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-complete-data-science-bootcamp/29 Python - Iterations/177 How to Iterate over Dictionaries.mp4 31.1 MB
the-data-science-course-complete-data-science-bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/272 Heatmaps.mp4 31.1 MB
the-data-science-course-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-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-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-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-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-complete-data-science-bootcamp/28 Python - Sequences/170 Tuples.mp4 30.9 MB
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/091 Correlation Coefficient.mp4 30.8 MB
the-data-science-course-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-complete-data-science-bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/271 Dendrogram.mp4 30.5 MB
the-data-science-course-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-complete-data-science-bootcamp/49 Deep Learning - Preprocessing/340 Binary and One-Hot Encoding.mp4 30.3 MB
the-data-science-course-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-complete-data-science-bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Training the Model.mp4 30.1 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/29 Python - Iterations/173 While Loops and Incrementing.mp4 29.8 MB
the-data-science-course-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-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-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-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-complete-data-science-bootcamp/49 Deep Learning - Preprocessing/336 Preprocessing Introduction.mp4 29.1 MB
the-data-science-course-complete-data-science-bootcamp/29 Python - Iterations/175 Conditional Statements and Loops.mp4 29.1 MB
the-data-science-course-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-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-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/089 Covariance.mp4 28.8 MB
the-data-science-course-complete-data-science-bootcamp/38 Advanced Statistical Methods - K-Means Clustering/255 K-Means Clustering.mp4 28.6 MB
the-data-science-course-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-complete-data-science-bootcamp/12 Probability - Distributions/062 Continuous Distributions The Students T Distribution.mp4 28.5 MB
the-data-science-course-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Introduction to Logistic Regression.mp4 28.4 MB
the-data-science-course-complete-data-science-bootcamp/11 Probability - Bayesian Inference/048 The Additive Rule.mp4 28.3 MB
the-data-science-course-complete-data-science-bootcamp/11 Probability - Bayesian Inference/042 Intersection of Sets.mp4 28.3 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/12 Probability - Distributions/063 Continuous Distributions The Chi-Squared Distribution.mp4 27.6 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/075 Numerical Variables - Frequency Distribution Table.mp4 27.1 MB
the-data-science-course-complete-data-science-bootcamp/29 Python - Iterations/174 Lists with the range() Function.mp4 27.0 MB
the-data-science-course-complete-data-science-bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/400 Business Case Interpretation.mp4 27.0 MB
the-data-science-course-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-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-complete-data-science-bootcamp/11 Probability - Bayesian Inference/044 Mutually Exclusive Sets.mp4 26.6 MB
the-data-science-course-complete-data-science-bootcamp/23 Python - Variables and Data Types/144 Variables.mp4 26.5 MB
the-data-science-course-complete-data-science-bootcamp/52 Deep Learning - Conclusion/369 An Overview of RNNs.mp4 26.5 MB
the-data-science-course-complete-data-science-bootcamp/27 Python - Python Functions/162 Defining a Function in Python - Part II.mp4 26.5 MB
the-data-science-course-complete-data-science-bootcamp/46 Deep Learning - Overfitting/323 Training Validation and Test Datasets.mp4 26.4 MB
the-data-science-course-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-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-complete-data-science-bootcamp/46 Deep Learning - Overfitting/321 Underfitting and Overfitting for Classification.mp4 26.3 MB
the-data-science-course-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-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-complete-data-science-bootcamp/12 Probability - Distributions/055 Discrete Distributions The Uniform Distribution.mp4 25.6 MB
the-data-science-course-complete-data-science-bootcamp/46 Deep Learning - Overfitting/325 Early Stopping or When to Stop Training.mp4 25.3 MB
the-data-science-course-complete-data-science-bootcamp/40 Part 6 Mathematics/281 Dot Product.mp4 25.2 MB
the-data-science-course-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-complete-data-science-bootcamp/29 Python - Iterations/172 For Loops.mp4 24.7 MB
the-data-science-course-complete-data-science-bootcamp/26 Python - Conditional Statements/157 The ELSE Statement.mp4 24.4 MB
the-data-science-course-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-complete-data-science-bootcamp/26 Python - Conditional Statements/156 The IF Statement.mp4 24.4 MB
the-data-science-course-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-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/240 An Invaluable Coding Tip.mp4 24.2 MB
the-data-science-course-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-complete-data-science-bootcamp/17 Statistics - Inferential Statistics Fundamentals/101 Standard error.mp4 23.9 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/054 Characteristics of Discrete Distributions.mp4 23.8 MB
the-data-science-course-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-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-complete-data-science-bootcamp/40 Part 6 Mathematics/277 What is a Tensor.mp4 23.6 MB
the-data-science-course-complete-data-science-bootcamp/17 Statistics - Inferential Statistics Fundamentals/098 The Standard Normal Distribution.mp4 23.6 MB
the-data-science-course-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-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/248 Underfitting and Overfitting.mp4 23.4 MB
the-data-science-course-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-complete-data-science-bootcamp/27 Python - Python Functions/166 Built-in Functions in Python.mp4 23.1 MB
the-data-science-course-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-complete-data-science-bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/198 OLS Assumptions.mp4 22.9 MB
the-data-science-course-complete-data-science-bootcamp/47 Deep Learning - Initialization/326 What is Initialization.mp4 22.8 MB
the-data-science-course-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-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-complete-data-science-bootcamp/38 Advanced Statistical Methods - K-Means Clustering/258 Clustering Categorical Data.mp4 22.3 MB
the-data-science-course-complete-data-science-bootcamp/46 Deep Learning - Overfitting/324 N-Fold Cross Validation.mp4 21.7 MB
the-data-science-course-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-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-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-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-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-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-complete-data-science-bootcamp/26 Python - Conditional Statements/159 A Note on Boolean Values.mp4 21.0 MB
the-data-science-course-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-complete-data-science-bootcamp/30 Python - Advanced Python Tools/181 Importing Modules in Python.mp4 20.9 MB
the-data-science-course-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-complete-data-science-bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/208 How are we Going to Approach this Section.mp4 20.3 MB
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/083 Skewness.mp4 20.3 MB
the-data-science-course-complete-data-science-bootcamp/24 Python - Basic Python Syntax/147 Using Arithmetic Operators in Python.mp4 19.8 MB
the-data-science-course-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-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-complete-data-science-bootcamp/49 Deep Learning - Preprocessing/339 Preprocessing Categorical Data.mp4 19.5 MB
the-data-science-course-complete-data-science-bootcamp/30 Python - Advanced Python Tools/180 What is the Standard Library.mp4 18.9 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Actual Introduction to TensorFlow.mp4 18.3 MB
the-data-science-course-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-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-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/238 Building a Logistic Regression.mp4 17.9 MB
the-data-science-course-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-complete-data-science-bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/224 Underfitting and Overfitting.mp4 17.8 MB
the-data-science-course-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-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-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-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-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-complete-data-science-bootcamp/10 Probability - Combinatorics/029 Fundamentals of Combinatorics.mp4 17.0 MB
the-data-science-course-complete-data-science-bootcamp/27 Python - Python Functions/164 Conditional Statements and Functions.mp4 16.4 MB
the-data-science-course-complete-data-science-bootcamp/17 Statistics - Inferential Statistics Fundamentals/095 Introduction.mp4 16.2 MB
the-data-science-course-complete-data-science-bootcamp/27 Python - Python Functions/160 Defining a Function in Python.mp4 15.5 MB
the-data-science-course-complete-data-science-bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/184 Correlation vs Regression.mp4 15.4 MB
the-data-science-course-complete-data-science-bootcamp/27 Python - Python Functions/165 Functions Containing a Few Arguments.mp4 15.4 MB
the-data-science-course-complete-data-science-bootcamp/37 Advanced Statistical Methods - Cluster Analysis/254 Math Prerequisites.mp4 15.3 MB
the-data-science-course-complete-data-science-bootcamp/47 Deep Learning - Initialization/327 Types of Simple Initializations.mp4 15.0 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/077 The Histogram.mp4 14.4 MB
the-data-science-course-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-complete-data-science-bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/341 MNIST The Dataset.mp4 14.0 MB
the-data-science-course-complete-data-science-bootcamp/24 Python - Basic Python Syntax/153 Structuring with Indentation.mp4 13.8 MB
the-data-science-course-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-complete-data-science-bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/199 A1 Linearity.mp4 13.2 MB
the-data-science-course-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-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-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-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-complete-data-science-bootcamp/49 Deep Learning - Preprocessing/337 Types of Basic Preprocessing.mp4 12.4 MB
the-data-science-course-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-complete-data-science-bootcamp/22 Part 4 Introduction to Python/143 Python 2 vs Python 3.mp4 11.8 MB
the-data-science-course-complete-data-science-bootcamp/24 Python - Basic Python Syntax/150 Add Comments.mp4 11.8 MB
the-data-science-course-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-complete-data-science-bootcamp/40 Part 6 Mathematics/279 Errors when Adding Matrices.mp4 11.7 MB
the-data-science-course-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-complete-data-science-bootcamp/51 Deep Learning - Business Case Example/363 Business Case Testing the Model.mp4 11.3 MB
the-data-science-course-complete-data-science-bootcamp/25 Python - Other Python Operators/154 Comparison Operators.mp4 10.7 MB
the-data-science-course-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-complete-data-science-bootcamp/29 Python - Iterations/176 Conditional Statements Functions and Loops.mp4 9.9 MB
the-data-science-course-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-complete-data-science-bootcamp/12 Probability - Distributions/066 FIFA19-post.csv 9.1 MB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/066 FIFA19.csv 9.1 MB
the-data-science-course-complete-data-science-bootcamp/30 Python - Advanced Python Tools/179 Modules and Packages.mp4 8.9 MB
the-data-science-course-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-complete-data-science-bootcamp/51 Deep Learning - Business Case Example/354 Business Case Outlining the Solution.mp4 7.7 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/24 Python - Basic Python Syntax/148 The Double Equality Sign.mp4 6.3 MB
the-data-science-course-complete-data-science-bootcamp/24 Python - Basic Python Syntax/152 Indexing Elements.mp4 6.2 MB
the-data-science-course-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-complete-data-science-bootcamp/24 Python - Basic Python Syntax/149 How to Reassign Values.mp4 4.2 MB
the-data-science-course-complete-data-science-bootcamp/24 Python - Basic Python Syntax/151 Understanding Line Continuation.mp4 2.5 MB
the-data-science-course-complete-data-science-bootcamp/22 Part 4 Introduction to Python/143 Python-Introduction-Course-Notes.pdf 2.1 MB
the-data-science-course-complete-data-science-bootcamp/23 Python - Variables and Data Types/144 Python-Introduction-Course-Notes.pdf 2.1 MB
the-data-science-course-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-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-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-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/126 Online-p-value-calculator.pdf 1.2 MB
the-data-science-course-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-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-complete-data-science-bootcamp/11 Probability - Bayesian Inference/051 CDS-E7-E8-Hamilton.pdf 865.6 kB
the-data-science-course-complete-data-science-bootcamp/51 Deep Learning - Business Case Example/353 Audiobooks-data.csv 727.8 kB
the-data-science-course-complete-data-science-bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/392 Audiobooks-data.csv 727.8 kB
the-data-science-course-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/120 Course-notes-hypothesis-testing.pdf 672.2 kB
the-data-science-course-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/122 Course-notes-hypothesis-testing.pdf 672.2 kB
the-data-science-course-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-complete-data-science-bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/302 Shortcuts-for-Jupyter.pdf 634.0 kB
the-data-science-course-complete-data-science-bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Shortcuts-for-Jupyter.pdf 634.0 kB
the-data-science-course-complete-data-science-bootcamp/42 Deep Learning - Introduction to Neural Networks/285 Course-Notes-Section-2.pdf 592.0 kB
the-data-science-course-complete-data-science-bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Course-Notes-Section-2.pdf 592.0 kB
the-data-science-course-complete-data-science-bootcamp/14 Part 3 Statistics/070 Course-notes-descriptive-statistics.pdf 493.8 kB
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/071 Course-notes-descriptive-statistics.pdf 493.8 kB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/052 Course-Notes-Probability-Distributions.pdf 475.1 kB
the-data-science-course-complete-data-science-bootcamp/11 Probability - Bayesian Inference/040 Course-Notes-Bayesian-Inference.pdf 395.3 kB
the-data-science-course-complete-data-science-bootcamp/17 Statistics - Inferential Statistics Fundamentals/095 Course-notes-inferential-statistics.pdf 391.5 kB
the-data-science-course-complete-data-science-bootcamp/17 Statistics - Inferential Statistics Fundamentals/096 Course-notes-inferential-statistics.pdf 391.5 kB
the-data-science-course-complete-data-science-bootcamp/09 Part 2 Probability/025 Course-Notes-Basic-Probability.pdf 380.0 kB
the-data-science-course-complete-data-science-bootcamp/12 Probability - Distributions/059 Solving-Integrals.pdf 352.1 kB
the-data-science-course-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Course-Notes-Logistic-Regression.pdf 343.2 kB
the-data-science-course-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/236 Course-Notes-Logistic-Regression.pdf 343.2 kB
the-data-science-course-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-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-complete-data-science-bootcamp/13 Probability - Probability in Other Fields/069 Probability-Cheat-Sheet.pdf 328.0 kB
the-data-science-course-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-complete-data-science-bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/183 Course-notes-regression-analysis.pdf 319.7 kB
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the-data-science-course-complete-data-science-bootcamp/10 Probability - Combinatorics/029 Course-Notes-Combinatorics.pdf 231.5 kB
the-data-science-course-complete-data-science-bootcamp/37 Advanced Statistical Methods - Cluster Analysis/251 Course-Notes-Cluster-Analysis.pdf 213.7 kB
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the-data-science-course-complete-data-science-bootcamp/62 Bonus Lecture/471 Bonus Lecture Next Steps.html 3.5 kB
the-data-science-course-complete-data-science-bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 What to Expect from the Following Sections.html 3.4 kB
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the-data-science-course-complete-data-science-bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/211 A Note on Normalization.html 1.6 kB
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the-data-science-course-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-complete-data-science-bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/371 READ ME.html 1.4 kB
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the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/086 Variance Exercise.html 1.4 kB
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the-data-science-course-complete-data-science-bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/403 Business Case Final Exercise.html 1.3 kB
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the-data-science-course-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-complete-data-science-bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/396 Business Case Preprocessing Exercise.html 1.3 kB
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the-data-science-course-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-complete-data-science-bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/465 EXERCISE - Age vs Probability.html 1.3 kB
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the-data-science-course-complete-data-science-bootcamp/40 Part 6 Mathematics/external-assets-links.txt 1.1 kB
the-data-science-course-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-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-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-complete-data-science-bootcamp/38 Advanced Statistical Methods - K-Means Clustering/external-assets-links.txt 1.0 kB
the-data-science-course-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/external-assets-links.txt 1.0 kB
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the-data-science-course-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-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-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-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-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-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-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-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-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-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-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/242 Understanding Logistic Regression Tables - Exercise.html 979 Bytes
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/088 Standard Deviation and Coefficient of Variation Exercise.html 978 Bytes
the-data-science-course-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-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/128 Test for the Mean. Population Variance Unknown Exercise.html 977 Bytes
the-data-science-course-complete-data-science-bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/347 MNIST Preprocess the Data - Shuffle and Batch - Exercise.html 976 Bytes
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the-data-science-course-complete-data-science-bootcamp/16 Statistics - Practical Example Descriptive Statistics/094 Practical Example Descriptive Statistics Exercise.html 971 Bytes
the-data-science-course-complete-data-science-bootcamp/19 Statistics - Practical Example Inferential Statistics/119 Practical Example Inferential Statistics Exercise.html 971 Bytes
the-data-science-course-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-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/239 Building a Logistic Regression - Exercise.html 969 Bytes
the-data-science-course-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-complete-data-science-bootcamp/20 Statistics - Hypothesis Testing/130 Test for the Mean. Dependent Samples Exercise.html 967 Bytes
the-data-science-course-complete-data-science-bootcamp/21 Statistics - Practical Example Hypothesis Testing/136 Practical Example Hypothesis Testing Exercise.html 967 Bytes
the-data-science-course-complete-data-science-bootcamp/38 Advanced Statistical Methods - K-Means Clustering/259 Clustering Categorical Data - Exercise.html 966 Bytes
the-data-science-course-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-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-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/247 Calculating the Accuracy of the Model.html 965 Bytes
the-data-science-course-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-complete-data-science-bootcamp/17 Statistics - Inferential Statistics Fundamentals/099 The Standard Normal Distribution Exercise.html 963 Bytes
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/080 Cross Tables and Scatter Plots Exercise.html 961 Bytes
the-data-science-course-complete-data-science-bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/223 Feature Scaling (Standardization) - Exercise.html 961 Bytes
the-data-science-course-complete-data-science-bootcamp/36 Advanced Statistical Methods - Logistic Regression/250 Testing the Model - Exercise.html 956 Bytes
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/092 Correlation Coefficient Exercise.html 954 Bytes
the-data-science-course-complete-data-science-bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/219 Multiple Linear Regression - Exercise.html 954 Bytes
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/074 Categorical Variables Exercise.html 952 Bytes
the-data-science-course-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-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/082 Mean Median and Mode Exercise.html 951 Bytes
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/076 Numerical Variables Exercise.html 950 Bytes
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/090 Covariance Exercise.html 941 Bytes
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/078 Histogram Exercise.html 940 Bytes
the-data-science-course-complete-data-science-bootcamp/15 Statistics - Descriptive Statistics/084 Skewness Exercise.html 939 Bytes
the-data-science-course-complete-data-science-bootcamp/51 Deep Learning - Business Case Example/external-assets-links.txt 934 Bytes
the-data-science-course-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-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-complete-data-science-bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/external-assets-links.txt 897 Bytes
the-data-science-course-complete-data-science-bootcamp/27 Python - Python Functions/external-assets-links.txt 890 Bytes
the-data-science-course-complete-data-science-bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/external-assets-links.txt 841 Bytes
the-data-science-course-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-complete-data-science-bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/external-assets-links.txt 772 Bytes
the-data-science-course-complete-data-science-bootcamp/24 Python - Basic Python Syntax/external-assets-links.txt 771 Bytes
the-data-science-course-complete-data-science-bootcamp/29 Python - Iterations/external-assets-links.txt 734 Bytes
the-data-science-course-complete-data-science-bootcamp/58 Case Study - Preprocessing the Absenteeism_data/external-assets-links.txt 704 Bytes
the-data-science-course-complete-data-science-bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/external-assets-links.txt 529 Bytes
the-data-science-course-complete-data-science-bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/external-assets-links.txt 519 Bytes
the-data-science-course-complete-data-science-bootcamp/28 Python - Sequences/external-assets-links.txt 511 Bytes
the-data-science-course-complete-data-science-bootcamp/26 Python - Conditional Statements/external-assets-links.txt 459 Bytes
the-data-science-course-complete-data-science-bootcamp/23 Python - Variables and Data Types/external-assets-links.txt 312 Bytes
the-data-science-course-complete-data-science-bootcamp/60 Case Study - Loading the absenteeism_module/external-assets-links.txt 277 Bytes
the-data-science-course-complete-data-science-bootcamp/25 Python - Other Python Operators/external-assets-links.txt 230 Bytes
the-data-science-course-complete-data-science-bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/external-assets-links.txt 221 Bytes
the-data-science-course-complete-data-science-bootcamp/01 Part 1 Introduction/external-assets-links.txt 102 Bytes
the-data-science-course-complete-data-science-bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/external-assets-links.txt 88 Bytes

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