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【影视】 [FreeCourseSite.com] Udemy - Complete Machine Learning & Data Science Bootcamp 2022

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09 - Scikit-learn Creating Machine Learning Models/017 NEW Choosing The Right Model For Your Data.mp4 245.5 MB
09 - Scikit-learn Creating Machine Learning Models/040 NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 235.7 MB
05 - Data Science Environment Setup/008 Windows Environment Setup 2.mp4 233.6 MB
09 - Scikit-learn Creating Machine Learning Models/007 Typical scikit-learn Workflow.mp4 193.5 MB
09 - Scikit-learn Creating Machine Learning Models/008 Optional Debugging Warnings In Jupyter.mp4 179.8 MB
16 - Career Advice + Extra Bits/009 CWD Git + Github.mp4 178.1 MB
09 - Scikit-learn Creating Machine Learning Models/043 Tuning Hyperparameters.mp4 176.2 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/032 Training Your Deep Neural Network.mp4 171.1 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/008 Feature Engineering.mp4 165.1 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/034 Make And Transform Predictions.mp4 161.1 MB
16 - Career Advice + Extra Bits/003 What If I Don't Have Enough Experience.mp4 154.5 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/009 Turning Data Into Numbers.mp4 151.1 MB
09 - Scikit-learn Creating Machine Learning Models/050 Putting It All Together.mp4 150.1 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/021 Feature Importance.mp4 147.4 MB
05 - Data Science Environment Setup/005 Mac Environment Setup.mp4 146.2 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/019 Preproccessing Our Data.mp4 144.9 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/040 Training Model On Full Dataset.mp4 144.3 MB
11 - Milestone Project 1 Supervised Learning (Classification)/010 Finding Patterns 3.mp4 142.5 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/006 Exploring Our Data.mp4 142.3 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/015 Preparing The Images.mp4 138.4 MB

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【影视】 [ DevCourseWeb.com ] Coursera - Machine Learning Specialization by DeepLearning.AI

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~Get Your Files Here !/advanced-learning-algorithms/04_decision-trees/04_conversations-with-andrew-optional/01_andrew-ng-and-chris-manning-on-natural-language-processing.mp4 247.6 MB
~Get Your Files Here !/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/05_conversations-with-andrew-optional/01_andrew-ng-and-chelsea-finn-on-ai-and-robotics.mp4 241.9 MB
~Get Your Files Here !/machine-learning/03_week-3-classification/10_conversations-with-andrew-optional/01_andrew-ng-and-fei-fei-li-on-human-centered-ai.mp4 225.1 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.mp4 40.2 MB
~Get Your Files Here !/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/02_recommender-systems-implementation-detail/02_tensorflow-implementation-of-collaborative-filtering.mp4 37.6 MB
~Get Your Files Here !/machine-learning/01_week-1-introduction-to-machine-learning/01_overview-of-machine-learning/02_applications-of-machine-learning.mp4 35.1 MB
~Get Your Files Here !/advanced-learning-algorithms/03_advice-for-applying-machine-learning/03_machine-learning-development-process/03_adding-data.mp4 34.5 MB
~Get Your Files Here !/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/03_continuous-state-spaces/03_learning-the-state-value-function.mp4 32.7 MB
~Get Your Files Here !/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/01_collaborative-filtering/03_collaborative-filtering-algorithm.mp4 32.5 MB
~Get Your Files Here !/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/01_what-is-reinforcement-learning.mp4 32.5 MB
~Get Your Files Here !/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/03_anomaly-detection/06_choosing-what-features-to-use.mp4 32.4 MB
~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.mp4 31.4 MB
~Get Your Files Here !/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/03_model-selection-and-training-cross-validation-test-sets.mp4 31.1 MB
~Get Your Files Here !/machine-learning/01_week-1-introduction-to-machine-learning/04_regression-model/04_cost-function-intuition.mp4 31.0 MB
~Get Your Files Here !/unsupervised-learning-recommenders-reinforcement-learning/01_unsupervised-learning/02_clustering/04_optimization-objective.mp4 30.9 MB
~Get Your Files Here !/advanced-learning-algorithms/04_decision-trees/01_decision-trees/02_learning-process.mp4 30.4 MB
~Get Your Files Here !/unsupervised-learning-recommenders-reinforcement-learning/03_reinforcement-learning/01_reinforcement-learning-introduction/03_the-return-in-reinforcement-learning.mp4 30.4 MB
~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/05_speculations-on-artificial-general-intelligence-agi/01_is-there-a-path-to-agi.mp4 29.5 MB
~Get Your Files Here !/advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/05_deciding-what-to-try-next-revisited.mp4 29.4 MB
~Get Your Files Here !/unsupervised-learning-recommenders-reinforcement-learning/02_recommender-systems/04_principal-component-analysis/02_pca-algorithm-optional.mp4 29.4 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Mastering Postgresql - Learning By Real Examples

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~Get Your Files Here !/14 - Schema and Data/84 - Foreign Keys.mp4 41.8 MB
~Get Your Files Here !/8 - Joins/44 - Left Join.mp4 41.5 MB
~Get Your Files Here !/14 - Schema and Data/85 - Foreign Keys On Delete.mp4 37.8 MB
~Get Your Files Here !/14 - Schema and Data/76 - Tables.mp4 28.8 MB
~Get Your Files Here !/15 - Extras/97 - Generate Series.mp4 25.7 MB
~Get Your Files Here !/10 - Dates/51 - Date Differences.mp4 25.2 MB
~Get Your Files Here !/11 - Working with JSON/61 - Json Build Object.mp4 23.7 MB
~Get Your Files Here !/14 - Schema and Data/91 - Transactions.mp4 23.4 MB
~Get Your Files Here !/10 - Dates/56 - makeinterval.mp4 21.6 MB
~Get Your Files Here !/14 - Schema and Data/78 - Columns Attributes DEFAULT.mp4 21.3 MB
~Get Your Files Here !/13 - Window Functions/73 - NTILE.mp4 20.7 MB
~Get Your Files Here !/2 - Querying/14 - AnySum.mp4 20.6 MB
~Get Your Files Here !/14 - Schema and Data/77 - Columns.mp4 20.5 MB
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~Get Your Files Here !/2 - Querying/18 - Like.mp4 20.3 MB
~Get Your Files Here !/14 - Schema and Data/82 - Primary Keys.mp4 20.2 MB
~Get Your Files Here !/15 - Extras/96 - CTE.mp4 19.8 MB
~Get Your Files Here !/14 - Schema and Data/88 - Rows.mp4 19.6 MB
~Get Your Files Here !/6 - Aggregates/37 - Filter.mp4 19.2 MB
~Get Your Files Here !/13 - Window Functions/72 - PARTITION BY.mp4 19.2 MB

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【影视】 Complete Data Science & Machine Learning A-Z with Python

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[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/42. Competition Section on Kaggle/2. Competitions on Kaggle Lesson 2.mp4 201.0 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/42. Competition Section on Kaggle/1. Competitions on Kaggle Lesson 1.mp4 197.3 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/44. Code Section on Kaggle/3. Examining the Code Section in Kaggle Lesson 3.mp4 167.7 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/43. Dataset Section on Kaggle/1. Datasets on Kaggle.mp4 139.7 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/41. First Contact with Kaggle/1. What is Kaggle.mp4 136.0 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/48. Introduction to Machine Learning with Real Hearth Attack Prediction Project/6. Recognizing Variables In Dataset.mp4 133.0 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/41. First Contact with Kaggle/5. Getting to Know the Kaggle Homepage.mp4 128.9 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/1. Installations/1. Installing Anaconda Distribution for Windows.mp4 124.1 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/48. Introduction to Machine Learning with Real Hearth Attack Prediction Project/1. First Step to the Hearth Attack Prediction Project.mp4 122.8 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/1. Installations/5. Installing Anaconda Distribution for Linux.mp4 120.3 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/21. Matplotlib/8. Basic Plots in Matplotlib I.mp4 116.6 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/46. Other Most Used Options on Kaggle/2. Ranking Among Users on Kaggle.mp4 112.2 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/27. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.mp4 112.1 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/44. Code Section on Kaggle/2. Examining the Code Section in Kaggle Lesson 2.mp4 111.0 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/48. Introduction to Machine Learning with Real Hearth Attack Prediction Project/3. Notebook Design to be Used in the Project.mp4 110.0 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/25. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4 105.1 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/22. Seaborn/5. Basic Plots in Seaborn.mp4 103.6 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/25. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.mp4 96.7 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/50. Preparation For Exploratory Data Analysis (EDA) in Data Science/4. Examining Statistics of Variables.mp4 95.8 MB
[TutsNode.net] - Complete Data Science & Machine Learning A-Z with Python/14. Functions That Can Be Applied on a DataFrame/3. Aggregation Functions in Pandas DataFrames.mp4 95.1 MB

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【影视】 Linkedin - Learning The Data Skills Survival Kit

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06 - Transforming Data and Cleaning Data/05 - Build conditional functions to make data.mp4 49.9 MB
04 - Data Designs/02 - Model or Merge—and what's the difference.mp4 48.9 MB
03 - Joining Data/02 - Joining with common data between two unrelated data sets.mp4 45.9 MB
07 - Making Data Sets/06 - Using joins and update queries to create markers in the data.mp4 43.5 MB
07 - Making Data Sets/02 - Using union queries to bring together data sets in SQL.mp4 39.5 MB
07 - Making Data Sets/04 - Using make tables to normalize a denormalized data set.mp4 38.1 MB
09 - Basic Analysis/03 - Basic dates analysis.mp4 35.7 MB
07 - Making Data Sets/05 - Building date tables in Power BIPower Query.mp4 34.7 MB
09 - Basic Analysis/01 - Perform basic analysis on datasets.mp4 34.7 MB
03 - Joining Data/01 - Creating unique identifiers between two data sets.mp4 34.3 MB
05 - Privacy and Protection Techniques for Data/02 - Creating aggregated datasets.mp4 32.9 MB
05 - Privacy and Protection Techniques for Data/01 - Using functions to mask data.mp4 32.6 MB
09 - Basic Analysis/04 - Analyzing data using a matrix and conditional formats.mp4 32.0 MB
07 - Making Data Sets/01 - Using Remove Duplicates to create data sets.mp4 31.7 MB
09 - Basic Analysis/05 - Using Case statements for conditional logic in SQL queries.mp4 31.4 MB
08 - Visualize Data/01 - Edit visual interactions.mp4 31.3 MB
06 - Transforming Data and Cleaning Data/03 - Duplicate vs. reference in Power Query.mp4 31.2 MB
03 - Joining Data/03 - Using anti-joins to search for data.mp4 31.1 MB
06 - Transforming Data and Cleaning Data/01 - Using Unpivot to build data sets from survey results.mp4 28.5 MB
09 - Basic Analysis/02 - Using analysis commands built into popular tools.mp4 27.9 MB

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【影视】 [ DevCourseWeb.com ] Udemy - NumPy, SciPy, Matplotlib and Pandas A-Z - Machine Learning

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~Get Your Files Here !/3. NumPy Random/5. Numpy Binomial Distribution.mp4 66.1 MB
~Get Your Files Here !/4. NumPy ufunc/2. NumPy ufunc Simple Arithmetic.mp4 54.6 MB
~Get Your Files Here !/3. NumPy Random/6. Numpy Poisson Distribution.mp4 54.4 MB
~Get Your Files Here !/3. NumPy Random/2. Numpy Random Permutations.mp4 52.0 MB
~Get Your Files Here !/5. Python Pandas/2. Pandas DataFrames.mp4 50.8 MB
~Get Your Files Here !/5. Python Pandas/4. Pandas Read JSON.mp4 49.9 MB
~Get Your Files Here !/2. Python Numpy/1. Numpy Creating Arrays.mp4 48.5 MB
~Get Your Files Here !/2. Python Numpy/4. Numpy Data Types.mp4 47.9 MB
~Get Your Files Here !/5. Python Pandas/3. Pandas Read CSV.mp4 44.5 MB
~Get Your Files Here !/1. Introduction/2. Introduction of Numpy Random.mp4 44.4 MB
~Get Your Files Here !/5. Python Pandas/1. Pandas Series.mp4 44.0 MB
~Get Your Files Here !/3. NumPy Random/4. Numpy Normal Distribution.mp4 43.6 MB
~Get Your Files Here !/2. Python Numpy/6. Numpy Array Reshaping.mp4 43.4 MB
~Get Your Files Here !/2. Python Numpy/5. Numpy Array Shape.mp4 43.4 MB
~Get Your Files Here !/4. NumPy ufunc/6. NumPy ufunc Products.mp4 43.1 MB
~Get Your Files Here !/4. NumPy ufunc/5. NumPy ufunc Summations.mp4 40.5 MB
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~Get Your Files Here !/5. Python Pandas/5. Pandas Analyzing DataFrames.mp4 39.8 MB
~Get Your Files Here !/3. NumPy Random/7. Numpy Uniform Distribution.mp4 39.7 MB
~Get Your Files Here !/3. NumPy Random/1. Numpy Random Data Distribution.mp4 39.0 MB

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【影视】 [FreeCourseSite.com] Udemy - Complete Math, Statistics & Probability for Machine Learning

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16. Linear Algebra - Matrices (Updated)/5. Different Types of Matrices - Part II.mp4 420.1 MB
1. Set Theory (Updated)/33. Number System.mp4 378.5 MB
1. Set Theory (Updated)/72. Venn Diagram - Two Sets Relationships.mp4 351.3 MB
11. Bayes' Theorem (Updated)/7. Bayes. Theorem - Exercise and Solution 1.mp4 342.2 MB
2. Combinatorics (Updated)/5. Permutation vs Combination - Many Examples.mp4 325.1 MB
10. Probability - Decision Tree (Updated)/1. Decision Tree - Introduction.mp4 317.5 MB
1. Set Theory (Updated)/76. Venn Diagram - Four Sets By Example.mp4 281.0 MB
9. Theorem of Total Probability (Updated)/1. Understand the Theorem of Total Probability.mp4 259.2 MB
16. Linear Algebra - Matrices (Updated)/10. Multiplication of Matrices - Two Matrices.mp4 256.7 MB
16. Linear Algebra - Matrices (Updated)/3. Different Types of Matrices - Part I.mp4 240.2 MB
17. Linear Algebra - Determinant (Updated)/1. Understanding Determinant and Minor.mp4 238.8 MB
1. Set Theory (Updated)/74. Venn Diagram - Three Sets.mp4 210.1 MB
11. Bayes' Theorem (Updated)/1. Bayes' Theorem.mp4 191.8 MB
1. Set Theory (Updated)/41. Principle of Extensionality.mp4 189.1 MB
16. Linear Algebra - Matrices (Updated)/2. Introduction to Matrix.mp4 186.9 MB
2. Combinatorics (Updated)/37. Combination - Exercise & Solution 5.mp4 182.3 MB
1. Set Theory (Updated)/38. Exercises - Cardinality.mp4 182.2 MB
1. Set Theory (Updated)/93. Text Classification and Sentient Analysis - Using Set Theory.mp4 173.4 MB
1. Set Theory (Updated)/71. Venn Diagram - Introduction.mp4 166.0 MB
15. Hypergeometric Distribution (New)/2. Hypergeometric Distribution - formula.mp4 160.0 MB

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【音乐】 Outsmart Your Brain- Why Learning is Hard and How You Can Make It Easy - Daniel T. Willingham

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Outsmart Your Brain- Why Learning is Hard and How You Can Make It Easy by Daniel T. Willingham Ph.D_8.mp3 25.7 MB
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How Learning Works - Ambrose, Bridges, Lovett, DiPietro, and Norman.m4b 209.1 MB
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