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[FreeCourseSite.com] Udemy - Complete Machine Learning & Data Science Bootcamp 2021
magnet:?xt=urn:btih:a4f25223c22374c95f42ada679a3b7d0b78f6958&dn=[FreeCourseSite.com] Udemy - Complete Machine Learning & Data Science Bootcamp 2021
磁力链接详情
Hash值:
a4f25223c22374c95f42ada679a3b7d0b78f6958
点击数:
181
文件大小:
19.22 GB
文件数量:
320
创建日期:
2021-7-17 16:53
最后访问:
2024-6-8 10:23
访问标签:
FreeCourseSite
com
Udemy
-
Complete
Machine
Learning
&
Data
Science
Bootcamp
2021
文件列表详情
1. Introduction/1. Course Outline.mp4 77.27 MB
1. Introduction/4. Your First Day.mp4 27.92 MB
11. Milestone Project 1 Supervised Learning (Classification)/1. Section Overview.mp4 10.2 MB
11. Milestone Project 1 Supervised Learning (Classification)/10. Finding Patterns 3.mp4 137.86 MB
11. Milestone Project 1 Supervised Learning (Classification)/11. Preparing Our Data For Machine Learning.mp4 72.6 MB
11. Milestone Project 1 Supervised Learning (Classification)/12. Choosing The Right Models.mp4 96.43 MB
11. Milestone Project 1 Supervised Learning (Classification)/13. Experimenting With Machine Learning Models.mp4 55.35 MB
11. Milestone Project 1 Supervised Learning (Classification)/14. TuningImproving Our Model.mp4 102.79 MB
11. Milestone Project 1 Supervised Learning (Classification)/15. Tuning Hyperparameters.mp4 108.01 MB
11. Milestone Project 1 Supervised Learning (Classification)/16. Tuning Hyperparameters 2.mp4 104.13 MB
11. Milestone Project 1 Supervised Learning (Classification)/17. Tuning Hyperparameters 3.mp4 63.02 MB
11. Milestone Project 1 Supervised Learning (Classification)/19. Evaluating Our Model.mp4 71.61 MB
11. Milestone Project 1 Supervised Learning (Classification)/2. Project Overview.mp4 34.45 MB
11. Milestone Project 1 Supervised Learning (Classification)/20. Evaluating Our Model 2.mp4 41.54 MB
11. Milestone Project 1 Supervised Learning (Classification)/21. Evaluating Our Model 3.mp4 64.84 MB
11. Milestone Project 1 Supervised Learning (Classification)/22. Finding The Most Important Features.mp4 127.5 MB
11. Milestone Project 1 Supervised Learning (Classification)/23. Reviewing The Project.mp4 86.15 MB
11. Milestone Project 1 Supervised Learning (Classification)/3. Project Environment Setup.mp4 100.77 MB
11. Milestone Project 1 Supervised Learning (Classification)/4. Optional Windows Project Environment Setup.mp4 35.84 MB
11. Milestone Project 1 Supervised Learning (Classification)/5. Step 1~4 Framework Setup.mp4 105.5 MB
11. Milestone Project 1 Supervised Learning (Classification)/6. Getting Our Tools Ready.mp4 79.37 MB
11. Milestone Project 1 Supervised Learning (Classification)/7. Exploring Our Data.mp4 66.89 MB
11. Milestone Project 1 Supervised Learning (Classification)/8. Finding Patterns.mp4 63.35 MB
11. Milestone Project 1 Supervised Learning (Classification)/9. Finding Patterns 2.mp4 99.92 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/1. Section Overview.mp4 8.96 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/10. Filling Missing Numerical Values.mp4 106.34 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/11. Filling Missing Categorical Values.mp4 66.92 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/12. Fitting A Machine Learning Model.mp4 55.52 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/13. Splitting Data.mp4 82.69 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/15. Custom Evaluation Function.mp4 103.35 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/16. Reducing Data.mp4 93.47 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/17. RandomizedSearchCV.mp4 85.84 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/18. Improving Hyperparameters.mp4 79.3 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/19. Preproccessing Our Data.mp4 139.3 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/2. Project Overview.mp4 32.95 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/20. Making Predictions.mp4 79.21 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/21. Feature Importance.mp4 142.31 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/3. Project Environment Setup.mp4 101.27 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/4. Step 1~4 Framework Setup.mp4 85.7 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/6. Exploring Our Data.mp4 137.82 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/7. Exploring Our Data 2.mp4 52.05 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/8. Feature Engineering.mp4 159.15 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/9. Turning Data Into Numbers.mp4 146.18 MB
13. Data Engineering/1. Data Engineering Introduction.mp4 13.5 MB
13. Data Engineering/11. Hadoop, HDFS and MapReduce.mp4 10.1 MB
13. Data Engineering/12. Apache Spark and Apache Flink.mp4 5.76 MB
13. Data Engineering/13. Kafka and Stream Processing.mp4 19.25 MB
13. Data Engineering/2. What Is Data.mp4 42.23 MB
13. Data Engineering/3. What Is A Data Engineer.mp4 15.16 MB
13. Data Engineering/4. What Is A Data Engineer 2.mp4 24.23 MB
13. Data Engineering/5. What Is A Data Engineer 3.mp4 24.3 MB
13. Data Engineering/6. What Is A Data Engineer 4.mp4 14.93 MB
13. Data Engineering/7. Types Of Databases.mp4 32.56 MB
13. Data Engineering/9. Optional OLTP Databases.mp4 79.69 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/1. Section Overview.mp4 12.2 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/10. Optional TensorFlow 2.0 Default Issue.mp4 28.11 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/11. Using A GPU.mp4 80.6 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/12. Optional GPU and Google Colab.mp4 45.89 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/13. Optional Reloading Colab Notebook.mp4 88.66 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/14. Loading Our Data Labels.mp4 114.83 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/15. Preparing The Images.mp4 133.9 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/16. Turning Data Labels Into Numbers.mp4 107.47 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/17. Creating Our Own Validation Set.mp4 66.45 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/18. Preprocess Images.mp4 90.11 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/19. Preprocess Images 2.mp4 105.08 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/2. Deep Learning and Unstructured Data.mp4 102.04 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/20. Turning Data Into Batches.mp4 87.78 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/21. Turning Data Into Batches 2.mp4 149.39 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/22. Visualizing Our Data.mp4 122 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/23. Preparing Our Inputs and Outputs.mp4 50.08 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/25. Building A Deep Learning Model.mp4 121.86 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/26. Building A Deep Learning Model 2.mp4 105.91 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/27. Building A Deep Learning Model 3.mp4 105.93 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/28. Building A Deep Learning Model 4.mp4 86.31 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/29. Summarizing Our Model.mp4 45.45 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/30. Evaluating Our Model.mp4 79.3 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/31. Preventing Overfitting.mp4 36.52 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/32. Training Your Deep Neural Network.mp4 166.61 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/33. Evaluating Performance With TensorBoard.mp4 74.19 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/34. Make And Transform Predictions.mp4 154.99 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/35. Transform Predictions To Text.mp4 129.87 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/36. Visualizing Model Predictions.mp4 119.31 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/37. Visualizing And Evaluate Model Predictions 2.mp4 143.79 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/38. Visualizing And Evaluate Model Predictions 3.mp4 113.22 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/39. Saving And Loading A Trained Model.mp4 126.99 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/4. Setting Up Google Colab.mp4 74.25 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/40. Training Model On Full Dataset.mp4 139.83 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/41. Making Predictions On Test Images.mp4 140.84 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/42. Submitting Model to Kaggle.mp4 121.34 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/43. Making Predictions On Our Images.mp4 119.24 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/5. Google Colab Workspace.mp4 39.64 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/6. Uploading Project Data.mp4 51.98 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/7. Setting Up Our Data.mp4 42.26 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/8. Setting Up Our Data 2.mp4 20.87 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/9. Importing TensorFlow 2.mp4 116.77 MB
15. Storytelling + Communication How To Present Your Work/1. Section Overview.mp4 10.92 MB
15. Storytelling + Communication How To Present Your Work/2. Communicating Your Work.mp4 20.2 MB
15. Storytelling + Communication How To Present Your Work/3. Communicating With Managers.mp4 18.39 MB
15. Storytelling + Communication How To Present Your Work/4. Communicating With Co-Workers.mp4 18.99 MB
15. Storytelling + Communication How To Present Your Work/5. Weekend Project Principle.mp4 23.59 MB
15. Storytelling + Communication How To Present Your Work/6. Communicating With Outside World.mp4 14.53 MB
15. Storytelling + Communication How To Present Your Work/7. Storytelling.mp4 12.02 MB
16. Career Advice + Extra Bits/10. CWD Git + Github 2.mp4 118.36 MB
16. Career Advice + Extra Bits/11. Contributing To Open Source.mp4 130.26 MB
16. Career Advice + Extra Bits/12. Contributing To Open Source 2.mp4 113.05 MB
16. Career Advice + Extra Bits/3. What If I Don't Have Enough Experience.mp4 160.95 MB
16. Career Advice + Extra Bits/6. JTS Learn to Learn.mp4 11.15 MB
16. Career Advice + Extra Bits/7. JTS Start With Why.mp4 15.44 MB
16. Career Advice + Extra Bits/9. CWD Git + Github.mp4 176.12 MB
17. Learn Python/1. What Is A Programming Language.mp4 104.78 MB
17. Learn Python/11. Numbers.mp4 72.72 MB
17. Learn Python/12. Math Functions.mp4 41.82 MB
17. Learn Python/13. DEVELOPER FUNDAMENTALS I.mp4 59.71 MB
17. Learn Python/14. Operator Precedence.mp4 14.42 MB
17. Learn Python/16. Optional bin() and complex.mp4 21.91 MB
17. Learn Python/17. Variables.mp4 93.56 MB
17. Learn Python/18. Expressions vs Statements.mp4 10.98 MB
17. Learn Python/19. Augmented Assignment Operator.mp4 15.32 MB
17. Learn Python/2. Python Interpreter.mp4 78.02 MB
17. Learn Python/20. Strings.mp4 30.99 MB
17. Learn Python/21. String Concatenation.mp4 7.34 MB
17. Learn Python/22. Type Conversion.mp4 19 MB
17. Learn Python/23. Escape Sequences.mp4 23.16 MB
17. Learn Python/24. Formatted Strings.mp4 49.26 MB
17. Learn Python/25. String Indexes.mp4 49.16 MB
17. Learn Python/26. Immutability.mp4 20.81 MB
17. Learn Python/27. Built-In Functions + Methods.mp4 69.4 MB
17. Learn Python/28. Booleans.mp4 16.56 MB
17. Learn Python/29. Exercise Type Conversion.mp4 50.34 MB
17. Learn Python/3. How To Run Python Code.mp4 52.86 MB
17. Learn Python/30. DEVELOPER FUNDAMENTALS II.mp4 29.26 MB
17. Learn Python/31. Exercise Password Checker.mp4 51.09 MB
17. Learn Python/32. Lists.mp4 21.97 MB
17. Learn Python/33. List Slicing.mp4 49.87 MB
17. Learn Python/34. Matrix.mp4 19.16 MB
17. Learn Python/35. List Methods.mp4 61.76 MB
17. Learn Python/36. List Methods 2.mp4 27.41 MB
17. Learn Python/37. List Methods 3.mp4 27.67 MB
17. Learn Python/38. Common List Patterns.mp4 40.47 MB
17. Learn Python/39. List Unpacking.mp4 13.87 MB
17. Learn Python/4. Our First Python Program.mp4 47.21 MB
17. Learn Python/40. None.mp4 7.93 MB
17. Learn Python/41. Dictionaries.mp4 32.71 MB
17. Learn Python/42. DEVELOPER FUNDAMENTALS III.mp4 26.64 MB
17. Learn Python/43. Dictionary Keys.mp4 20.37 MB
17. Learn Python/44. Dictionary Methods.mp4 27.17 MB
17. Learn Python/45. Dictionary Methods 2.mp4 42.39 MB
17. Learn Python/46. Tuples.mp4 25.66 MB
17. Learn Python/47. Tuples 2.mp4 17 MB
17. Learn Python/48. Sets.mp4 36.99 MB
17. Learn Python/49. Sets 2.mp4 64.27 MB
17. Learn Python/5. Latest Version Of Python.mp4 10.71 MB
17. Learn Python/6. Python 2 vs Python 3.mp4 69.49 MB
17. Learn Python/7. Exercise How Does Python Work.mp4 25.96 MB
17. Learn Python/8. Learning Python.mp4 38.53 MB
17. Learn Python/9. Python Data Types.mp4 28.86 MB
18. Learn Python Part 2/1. Breaking The Flow.mp4 20.34 MB
18. Learn Python Part 2/10. For Loops.mp4 34.31 MB
18. Learn Python Part 2/11. Iterables.mp4 43.2 MB
18. Learn Python Part 2/12. Exercise Tricky Counter.mp4 16.39 MB
18. Learn Python Part 2/13. range().mp4 28.32 MB
18. Learn Python Part 2/14. enumerate().mp4 24.81 MB
18. Learn Python Part 2/15. While Loops.mp4 28.33 MB
18. Learn Python Part 2/16. While Loops 2.mp4 25.94 MB
18. Learn Python Part 2/17. break, continue, pass.mp4 22.22 MB
18. Learn Python Part 2/18. Our First GUI.mp4 49.64 MB
18. Learn Python Part 2/19. DEVELOPER FUNDAMENTALS IV.mp4 50.23 MB
18. Learn Python Part 2/2. Conditional Logic.mp4 74.59 MB
18. Learn Python Part 2/20. Exercise Find Duplicates.mp4 20.25 MB
18. Learn Python Part 2/21. Functions.mp4 48.6 MB
18. Learn Python Part 2/22. Parameters and Arguments.mp4 23.15 MB
18. Learn Python Part 2/23. Default Parameters and Keyword Arguments.mp4 38.14 MB
18. Learn Python Part 2/24. return.mp4 63.05 MB
18. Learn Python Part 2/26. Methods vs Functions.mp4 30.69 MB
18. Learn Python Part 2/27. Docstrings.mp4 17.34 MB
18. Learn Python Part 2/28. Clean Code.mp4 19.66 MB
18. Learn Python Part 2/29. args and kwargs.mp4 43.02 MB
18. Learn Python Part 2/3. Indentation In Python.mp4 28.03 MB
18. Learn Python Part 2/30. Exercise Functions.mp4 21.86 MB
18. Learn Python Part 2/31. Scope.mp4 20.15 MB
18. Learn Python Part 2/32. Scope Rules.mp4 37.68 MB
18. Learn Python Part 2/33. global Keyword.mp4 36.5 MB
18. Learn Python Part 2/34. nonlocal Keyword.mp4 18.26 MB
18. Learn Python Part 2/35. Why Do We Need Scope.mp4 19.18 MB
18. Learn Python Part 2/36. Pure Functions.mp4 67.37 MB
18. Learn Python Part 2/37. map().mp4 38.38 MB
18. Learn Python Part 2/38. filter().mp4 23.55 MB
18. Learn Python Part 2/39. zip().mp4 21.28 MB
18. Learn Python Part 2/4. Truthy vs Falsey.mp4 42.83 MB
18. Learn Python Part 2/40. reduce().mp4 52.28 MB
18. Learn Python Part 2/41. List Comprehensions.mp4 53.35 MB
18. Learn Python Part 2/42. Set Comprehensions.mp4 35.37 MB
18. Learn Python Part 2/43. Exercise Comprehensions.mp4 21.97 MB
18. Learn Python Part 2/45. Modules in Python.mp4 82.19 MB
18. Learn Python Part 2/47. Optional PyCharm.mp4 53.06 MB
18. Learn Python Part 2/48. Packages in Python.mp4 72.43 MB
18. Learn Python Part 2/49. Different Ways To Import.mp4 47.96 MB
18. Learn Python Part 2/5. Ternary Operator.mp4 19.7 MB
18. Learn Python Part 2/6. Short Circuiting.mp4 19.4 MB
18. Learn Python Part 2/7. Logical Operators.mp4 28.34 MB
18. Learn Python Part 2/8. Exercise Logical Operators.mp4 46.62 MB
18. Learn Python Part 2/9. is vs ==.mp4 33.58 MB
2. Machine Learning 101/1. What Is Machine Learning.mp4 28.33 MB
2. Machine Learning 101/2. AIMachine LearningData Science.mp4 19.68 MB
2. Machine Learning 101/3. Exercise Machine Learning Playground.mp4 42.6 MB
2. Machine Learning 101/4. How Did We Get Here.mp4 30.51 MB
2. Machine Learning 101/5. Exercise YouTube Recommendation Engine.mp4 19.43 MB
2. Machine Learning 101/6. Types of Machine Learning.mp4 22.76 MB
2. Machine Learning 101/8. What Is Machine Learning Round 2.mp4 25.52 MB
2. Machine Learning 101/9. Section Review.mp4 5.56 MB
20. Where To Go From Here/2. Thank You.mp4 11.12 MB
3. Machine Learning and Data Science Framework/1. Section Overview.mp4 13.36 MB
3. Machine Learning and Data Science Framework/10. Modelling - Tuning.mp4 15.98 MB
3. Machine Learning and Data Science Framework/11. Modelling - Comparison.mp4 44.88 MB
3. Machine Learning and Data Science Framework/13. Experimentation.mp4 21.33 MB
3. Machine Learning and Data Science Framework/14. Tools We Will Use.mp4 27.34 MB
3. Machine Learning and Data Science Framework/2. Introducing Our Framework.mp4 11.39 MB
3. Machine Learning and Data Science Framework/3. 6 Step Machine Learning Framework.mp4 23.46 MB
3. Machine Learning and Data Science Framework/4. Types of Machine Learning Problems.mp4 60.51 MB
3. Machine Learning and Data Science Framework/5. Types of Data.mp4 29.33 MB
3. Machine Learning and Data Science Framework/6. Types of Evaluation.mp4 17.75 MB
3. Machine Learning and Data Science Framework/7. Features In Data.mp4 36.79 MB
3. Machine Learning and Data Science Framework/8. Modelling - Splitting Data.mp4 27.52 MB
3. Machine Learning and Data Science Framework/9. Modelling - Picking the Model.mp4 23.24 MB
4. The 2 Paths/1. The 2 Paths.mp4 9.76 MB
5. Data Science Environment Setup/1. Section Overview.mp4 6.03 MB
5. Data Science Environment Setup/11. Jupyter Notebook Walkthrough.mp4 67.36 MB
5. Data Science Environment Setup/12. Jupyter Notebook Walkthrough 2.mp4 103.91 MB
5. Data Science Environment Setup/13. Jupyter Notebook Walkthrough 3.mp4 71.43 MB
5. Data Science Environment Setup/2. Introducing Our Tools.mp4 19.29 MB
5. Data Science Environment Setup/3. What is Conda.mp4 12.49 MB
5. Data Science Environment Setup/4. Conda Environments.mp4 30.56 MB
5. Data Science Environment Setup/5. Mac Environment Setup.mp4 144.4 MB
5. Data Science Environment Setup/6. Mac Environment Setup 2.mp4 125.46 MB
5. Data Science Environment Setup/7. Windows Environment Setup.mp4 47.92 MB
5. Data Science Environment Setup/8. Windows Environment Setup 2.mp4 227.61 MB
6. Pandas Data Analysis/1. Section Overview.mp4 10.88 MB
6. Pandas Data Analysis/10. Manipulating Data 2.mp4 86.54 MB
6. Pandas Data Analysis/11. Manipulating Data 3.mp4 91.03 MB
6. Pandas Data Analysis/13. How To Download The Course Assignments.mp4 66.79 MB
6. Pandas Data Analysis/3. Pandas Introduction.mp4 27.45 MB
6. Pandas Data Analysis/4. Series, Data Frames and CSVs.mp4 95.37 MB
6. Pandas Data Analysis/6. Describing Data with Pandas.mp4 75.57 MB
6. Pandas Data Analysis/7. Selecting and Viewing Data with Pandas.mp4 72.35 MB
6. Pandas Data Analysis/8. Selecting and Viewing Data with Pandas Part 2.mp4 106.51 MB
6. Pandas Data Analysis/9. Manipulating Data.mp4 105 MB
7. NumPy/1. Section Overview.mp4 13.33 MB
7. NumPy/10. Standard Deviation and Variance.mp4 51.17 MB
7. NumPy/11. Reshape and Transpose.mp4 53.53 MB
7. NumPy/12. Dot Product vs Element Wise.mp4 83.94 MB
7. NumPy/13. Exercise Nut Butter Store Sales.mp4 91.33 MB
7. NumPy/14. Comparison Operators.mp4 26.38 MB
7. NumPy/15. Sorting Arrays.mp4 32.83 MB
7. NumPy/16. Turn Images Into NumPy Arrays.mp4 85.92 MB
7. NumPy/2. NumPy Introduction.mp4 26.85 MB
7. NumPy/4. NumPy DataTypes and Attributes.mp4 79 MB
7. NumPy/5. Creating NumPy Arrays.mp4 66.77 MB
7. NumPy/6. NumPy Random Seed.mp4 51.92 MB
7. NumPy/7. Viewing Arrays and Matrices.mp4 70.64 MB
7. NumPy/8. Manipulating Arrays.mp4 80.66 MB
7. NumPy/9. Manipulating Arrays 2.mp4 67.9 MB
8. Matplotlib Plotting and Data Visualization/1. Section Overview.mp4 8.61 MB
8. Matplotlib Plotting and Data Visualization/11. Plotting From Pandas DataFrames 2.mp4 98.8 MB
8. Matplotlib Plotting and Data Visualization/12. Plotting from Pandas DataFrames 3.mp4 74.72 MB
8. Matplotlib Plotting and Data Visualization/13. Plotting from Pandas DataFrames 4.mp4 49 MB
8. Matplotlib Plotting and Data Visualization/14. Plotting from Pandas DataFrames 5.mp4 56.97 MB
8. Matplotlib Plotting and Data Visualization/15. Plotting from Pandas DataFrames 6.mp4 82.05 MB
8. Matplotlib Plotting and Data Visualization/16. Plotting from Pandas DataFrames 7.mp4 119.75 MB
8. Matplotlib Plotting and Data Visualization/17. Customizing Your Plots.mp4 92.22 MB
8. Matplotlib Plotting and Data Visualization/18. Customizing Your Plots 2.mp4 123.61 MB
8. Matplotlib Plotting and Data Visualization/19. Saving And Sharing Your Plots.mp4 49.52 MB
8. Matplotlib Plotting and Data Visualization/2. Matplotlib Introduction.mp4 31.52 MB
8. Matplotlib Plotting and Data Visualization/3. Importing And Using Matplotlib.mp4 86.46 MB
8. Matplotlib Plotting and Data Visualization/4. Anatomy Of A Matplotlib Figure.mp4 82.15 MB
8. Matplotlib Plotting and Data Visualization/5. Scatter Plot And Bar Plot.mp4 67.04 MB
8. Matplotlib Plotting and Data Visualization/6. Histograms And Subplots.mp4 69.76 MB
8. Matplotlib Plotting and Data Visualization/7. Subplots Option 2.mp4 38.09 MB
8. Matplotlib Plotting and Data Visualization/8. Quick Tip Data Visualizations.mp4 12.26 MB
8. Matplotlib Plotting and Data Visualization/9. Plotting From Pandas DataFrames.mp4 60.35 MB
9. Scikit-learn Creating Machine Learning Models/1. Section Overview.mp4 12.46 MB
9. Scikit-learn Creating Machine Learning Models/10. Quick Tip Clean, Transform, Reduce.mp4 16.54 MB
9. Scikit-learn Creating Machine Learning Models/11. Getting Your Data Ready Convert Data To Numbers.mp4 135.03 MB
9. Scikit-learn Creating Machine Learning Models/12. Getting Your Data Ready Handling Missing Values With Pandas.mp4 104.84 MB
9. Scikit-learn Creating Machine Learning Models/15. Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4 136.9 MB
9. Scikit-learn Creating Machine Learning Models/16. Choosing The Right Model For Your Data.mp4 143.26 MB
9. Scikit-learn Creating Machine Learning Models/17. Choosing The Right Model For Your Data 2 (Regression).mp4 86.92 MB
9. Scikit-learn Creating Machine Learning Models/19. Quick Tip How ML Algorithms Work.mp4 11.06 MB
9. Scikit-learn Creating Machine Learning Models/2. Scikit-learn Introduction.mp4 40.64 MB
9. Scikit-learn Creating Machine Learning Models/20. Choosing The Right Model For Your Data 3 (Classification).mp4 118.84 MB
9. Scikit-learn Creating Machine Learning Models/21. Fitting A Model To The Data.mp4 56.57 MB
9. Scikit-learn Creating Machine Learning Models/22. Making Predictions With Our Model.mp4 66.51 MB
9. Scikit-learn Creating Machine Learning Models/23. predict() vs predict_proba().mp4 54.33 MB
9. Scikit-learn Creating Machine Learning Models/24. Making Predictions With Our Model (Regression).mp4 44.92 MB
9. Scikit-learn Creating Machine Learning Models/25. Evaluating A Machine Learning Model (Score).mp4 87.14 MB
9. Scikit-learn Creating Machine Learning Models/26. Evaluating A Machine Learning Model 2 (Cross Validation).mp4 95.98 MB
9. Scikit-learn Creating Machine Learning Models/27. Evaluating A Classification Model 1 (Accuracy).mp4 31.42 MB
9. Scikit-learn Creating Machine Learning Models/28. Evaluating A Classification Model 2 (ROC Curve).mp4 66.04 MB
9. Scikit-learn Creating Machine Learning Models/29. Evaluating A Classification Model 3 (ROC Curve).mp4 50.62 MB
9. Scikit-learn Creating Machine Learning Models/31. Evaluating A Classification Model 4 (Confusion Matrix).mp4 77.73 MB
9. Scikit-learn Creating Machine Learning Models/32. Evaluating A Classification Model 5 (Confusion Matrix).mp4 63.78 MB
9. Scikit-learn Creating Machine Learning Models/33. Evaluating A Classification Model 6 (Classification Report).mp4 87.25 MB
9. Scikit-learn Creating Machine Learning Models/34. Evaluating A Regression Model 1 (R2 Score).mp4 70.4 MB
9. Scikit-learn Creating Machine Learning Models/35. Evaluating A Regression Model 2 (MAE).mp4 28.52 MB
9. Scikit-learn Creating Machine Learning Models/36. Evaluating A Regression Model 3 (MSE).mp4 54.91 MB
9. Scikit-learn Creating Machine Learning Models/38. Evaluating A Model With Cross Validation and Scoring Parameter.mp4 91.5 MB
9. Scikit-learn Creating Machine Learning Models/39. Evaluating A Model With Scikit-learn Functions.mp4 94.83 MB
9. Scikit-learn Creating Machine Learning Models/4. Refresher What Is Machine Learning.mp4 88.28 MB
9. Scikit-learn Creating Machine Learning Models/40. Improving A Machine Learning Model.mp4 90.94 MB
9. Scikit-learn Creating Machine Learning Models/41. Tuning Hyperparameters.mp4 175.75 MB
9. Scikit-learn Creating Machine Learning Models/42. Tuning Hyperparameters 2.mp4 116.78 MB
9. Scikit-learn Creating Machine Learning Models/43. Tuning Hyperparameters 3.mp4 121.79 MB
9. Scikit-learn Creating Machine Learning Models/45. Quick Tip Correlation Analysis.mp4 16.93 MB
9. Scikit-learn Creating Machine Learning Models/46. Saving And Loading A Model.mp4 52.61 MB
9. Scikit-learn Creating Machine Learning Models/47. Saving And Loading A Model 2.mp4 56.77 MB
9. Scikit-learn Creating Machine Learning Models/48. Putting It All Together.mp4 150.57 MB
9. Scikit-learn Creating Machine Learning Models/49. Putting It All Together 2.mp4 116.85 MB
9. Scikit-learn Creating Machine Learning Models/6. Scikit-learn Cheatsheet.mp4 75.14 MB
9. Scikit-learn Creating Machine Learning Models/7. Typical scikit-learn Workflow.mp4 190.19 MB
9. Scikit-learn Creating Machine Learning Models/8. Optional Debugging Warnings In Jupyter.mp4 176.14 MB
9. Scikit-learn Creating Machine Learning Models/9. Getting Your Data Ready Splitting Your Data.mp4 63.67 MB
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