[FreeCourseSite.com] Udemy - Complete Machine Learning and Data Science Zero to Mastery

Torrent Hash:
B92656C6E2688643616F42A4E889346134681EB6
Number of Files:
824
Content Size:
19.68GB
Convert On:
2020-10-02
Magnet Link:
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File Name
Size
0. Websites you may like/[CourseClub.ME].url
122B
0. Websites you may like/[FCS Forum].url
133B
0. Websites you may like/[FreeCourseSite.com].url
127B
1. Introduction/1. Course Outline.mp4
77.27MB
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1. Introduction/1. Course Outline.srt
9.17KB
1. Introduction/2. Join Our Online Classroom!.html
2.31KB
1. Introduction/3. Exercise Meet The Community.html
2.51KB
1. Introduction/4. Your First Day.mp4
27.92MB
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1. Introduction/4. Your First Day.srt
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10. Supervised Learning Classification + Regression/1. Milestone Projects!.html
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11. Milestone Project 1 Supervised Learning (Classification)/1. Section Overview.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/1. Section Overview.srt
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11. Milestone Project 1 Supervised Learning (Classification)/10. Preparing Our Data For Machine Learning.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/10. Preparing Our Data For Machine Learning.srt
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11. Milestone Project 1 Supervised Learning (Classification)/11. Choosing The Right Models.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/11. Choosing The Right Models.srt
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11. Milestone Project 1 Supervised Learning (Classification)/12. Experimenting With Machine Learning Models.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/12. Experimenting With Machine Learning Models.srt
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11. Milestone Project 1 Supervised Learning (Classification)/13. TuningImproving Our Model.mp4
102.78MB
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11. Milestone Project 1 Supervised Learning (Classification)/13. TuningImproving Our Model.srt
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11. Milestone Project 1 Supervised Learning (Classification)/14. Tuning Hyperparameters.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/14. Tuning Hyperparameters.srt
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11. Milestone Project 1 Supervised Learning (Classification)/15. Tuning Hyperparameters 2.mp4
104.12MB
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11. Milestone Project 1 Supervised Learning (Classification)/15. Tuning Hyperparameters 2.srt
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11. Milestone Project 1 Supervised Learning (Classification)/16. Tuning Hyperparameters 3.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/16. Tuning Hyperparameters 3.srt
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11. Milestone Project 1 Supervised Learning (Classification)/17. Evaluating Our Model.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/17. Evaluating Our Model.srt
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11. Milestone Project 1 Supervised Learning (Classification)/18. Evaluating Our Model 2.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/18. Evaluating Our Model 2.srt
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11. Milestone Project 1 Supervised Learning (Classification)/19. Evaluating Our Model 3.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/19. Evaluating Our Model 3.srt
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11. Milestone Project 1 Supervised Learning (Classification)/2. Project Overview.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/2.1 Structured Data Projects on GitHub.html
155B
11. Milestone Project 1 Supervised Learning (Classification)/2.2 End-to-end Heart Disease Classification Notebook (with annotations).html
201B
11. Milestone Project 1 Supervised Learning (Classification)/2.3 End-to-end Heart Disease Classification Notebook (same as in videos).html
207B
11. Milestone Project 1 Supervised Learning (Classification)/20. Finding The Most Important Features.mp4
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11. Milestone Project 1 Supervised Learning (Classification)/20. Finding The Most Important Features.srt
22.33KB
11. Milestone Project 1 Supervised Learning (Classification)/21. Reviewing The Project.mp4
86.14MB
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11. Milestone Project 1 Supervised Learning (Classification)/21. Reviewing The Project.srt
86.16MB
11. Milestone Project 1 Supervised Learning (Classification)/21.1 End-to-end Heart Disease Classification Notebook (same as in videos).html
207B
11. Milestone Project 1 Supervised Learning (Classification)/21.2 End-to-end Heart Disease Classification Notebook (with annotations).html
201B
11. Milestone Project 1 Supervised Learning (Classification)/3. Project Environment Setup.mp4
100.76MB
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14.39KB
11. Milestone Project 1 Supervised Learning (Classification)/4. Step 1~4 Framework Setup.mp4
105.51MB
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16.6KB
11. Milestone Project 1 Supervised Learning (Classification)/5. Getting Our Tools Ready.mp4
79.37MB
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12.78KB
11. Milestone Project 1 Supervised Learning (Classification)/6. Exploring Our Data.mp4
66.89MB
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11.4KB
11. Milestone Project 1 Supervised Learning (Classification)/6.1 heart-disease.csv
11.06KB
11. Milestone Project 1 Supervised Learning (Classification)/7. Finding Patterns.mp4
63.35MB
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22.32KB
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137.87MB
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18.88KB
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66.92MB
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55.53MB
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10.47KB
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82.68MB
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13.51KB
12. Milestone Project 2 Supervised Learning (Time Series Data)/13. Challenge What's wrong with splitting data after filling it.html
1.5KB
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103.34MB
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12. Milestone Project 2 Supervised Learning (Time Series Data)/18. Preproccessing Our Data.mp4
139.3MB
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17.8KB
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79.22MB
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12. Milestone Project 2 Supervised Learning (Time Series Data)/2. Project Overview.mp4
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214B
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118B
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155B
12. Milestone Project 2 Supervised Learning (Time Series Data)/20. Feature Importance.mp4
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214B
12. Milestone Project 2 Supervised Learning (Time Series Data)/3. Project Environment Setup.mp4
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12. Milestone Project 2 Supervised Learning (Time Series Data)/8. Turning Data Into Numbers.mp4
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12. Milestone Project 2 Supervised Learning (Time Series Data)/9. Filling Missing Numerical Values.mp4
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13. Data Engineering/5. What Is A Data Engineer 3.mp4
24.29MB
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13. Data Engineering/5. What Is A Data Engineer 3.srt
5.41KB
13. Data Engineering/6. What Is A Data Engineer 4.mp4
14.93MB
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13. Data Engineering/6. What Is A Data Engineer 4.srt
14.94MB
13. Data Engineering/7. Types Of Databases.mp4
32.56MB
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13. Data Engineering/7. Types Of Databases.srt
8.37KB
13. Data Engineering/7.1 A Primer on ACID Transactions.html
117B
13. Data Engineering/7.2 OLTP vs OLAP.html
126B
13. Data Engineering/8. Quick Note Upcoming Video.html
481B
13. Data Engineering/9. Optional OLTP Databases.mp4
79.68MB
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12.11KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/1. Section Overview.mp4
12.2MB
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2.77KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/10. Optional TensorFlow 2.0 Default Issue.mp4
28.1MB
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28.12MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/10.1 Loading TensorFlow 2.0 into a Colab Notebook (if it isn't the default).html
129B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/11. Using A GPU.mp4
80.59MB
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12.11KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/11.1 Google Colab example GPU usage.html
114B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/12. Optional GPU and Google Colab.mp4
45.88MB
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5.99KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/12.1 Introduction to Google Colab example notebook.html
116B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/12.2 Google Colab Example of GPU speed up versus CPU.html
114B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/13. Optional Reloading Colab Notebook.mp4
88.66MB
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7.77KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/14. Loading Our Data Labels.mp4
114.83MB
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16.08KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/14.1 Documentation on how many images Google recommends for image problems.html
129B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/15. Preparing The Images.mp4
133.89MB
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15.12KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/16. Turning Data Labels Into Numbers.mp4
107.47MB
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13.76KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/17. Creating Our Own Validation Set.mp4
66.44MB
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11.32KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/17.1 Blog post by Rachel Thomas (of fast.ai) on how and why you should create a validation set.html
108B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/18. Preprocess Images.mp4
90.1MB
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12.93KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/18.1 Documentation for loading images in TensorFlow.html
114B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/18.2 TensorFlow guidelines for loading all kinds of data (turning your data into Tensors).html
98B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/19. Preprocess Images 2.mp4
105.08MB
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12.89KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/2. Deep Learning and Unstructured Data.mp4
102.04MB
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20.2KB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/20. Turning Data Into Batches.mp4
87.78MB
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14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/21. Turning Data Into Batches 2.mp4
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14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/21.1 Yann LeCun's (OG of deep learning) Tweet on Batch Sizes.html
118B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/22. Visualizing Our Data.mp4
121.99MB
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14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/23.1 TensorFlow Hub (resource for pre-trained deep learning models and more).html
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14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/24. Optional How machines learn and what's going on behind the scenes.html
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14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/25. Building A Deep Learning Model.mp4
121.85MB
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132B
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95B
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14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/27. Building A Deep Learning Model 3.mp4
105.92MB
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172B
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107B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/27.3 MobileNetV2 (the model we're using) architecture explanation by Sik-Ho Tsang.html
163B
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/28. Building A Deep Learning Model 4.mp4
86.31MB
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15. Storytelling + Communication How To Present Your Work/5. Weekend Project Principle.mp4
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16. Career Advice + Extra Bits/1. Endorsements On LinkedIn.html
2.08KB
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16. Career Advice + Extra Bits/4. Learning Guideline.html
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17. Learn Python/1. What Is A Programming Language.mp4
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17. Learn Python/10. Numbers.mp4
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17. Learn Python/10.1 Floating point numbers.html
104B
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41.82MB
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17. Learn Python/13.1 Exercise Repl.html
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106B
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21.9MB
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17. Learn Python/15.1 Base Numbers.html
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93.56MB
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17. Learn Python/17. Expressions vs Statements.mp4
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19MB
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49.15MB
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17. Learn Python/25. Immutability.mp4
20.8MB
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69.4MB
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10.27KB
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109B
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115B
17. Learn Python/27. Booleans.mp4
16.55MB
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17. Learn Python/28. Exercise Type Conversion.mp4
50.34MB
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29.25MB
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63.9MB
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51.1MB
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17. Learn Python/5. Python 2 vs Python 3.mp4
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17. Learn Python/5. Python 2 vs Python 3.srt
8.17KB
17. Learn Python/5.1 Python 2 vs Python 3.html
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104B
17. Learn Python/6. Exercise How Does Python Work.mp4
25.96MB
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17. Learn Python/8. Python Data Types.srt
5.22KB
17. Learn Python/9. How To Succeed.html
280B
18. Learn Python Part 2/1. Breaking The Flow.mp4
20.34MB
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2.98KB
18. Learn Python Part 2/10. For Loops.mp4
34.32MB
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7.53KB
18. Learn Python Part 2/11. Iterables.mp4
43.2MB
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6.85KB
18. Learn Python Part 2/12. Exercise Tricky Counter.mp4
16.39MB
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18. Learn Python Part 2/12. Exercise Tricky Counter.srt
3.58KB
18. Learn Python Part 2/12.1 Solution Repl.html
92B
18. Learn Python Part 2/13. range().mp4
28.32MB
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5.86KB
18. Learn Python Part 2/14. enumerate().mp4
24.81MB
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4.56KB
18. Learn Python Part 2/15. While Loops.mp4
28.32MB
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18. Learn Python Part 2/16. While Loops 2.mp4
25.94MB
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6.42KB
18. Learn Python Part 2/17. break, continue, pass.mp4
22.22MB
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18. Learn Python Part 2/17. break, continue, pass.srt
5.25KB
18. Learn Python Part 2/18. Our First GUI.mp4
49.64MB
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18. Learn Python Part 2/18. Our First GUI.srt
10.37KB
18. Learn Python Part 2/18.1 Exercise Repl.html
99B
18. Learn Python Part 2/18.2 Solution Repl.html
99B
18. Learn Python Part 2/19. DEVELOPER FUNDAMENTALS IV.mp4
50.22MB
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7.82KB
18. Learn Python Part 2/2. Conditional Logic.mp4
74.58MB
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18. Learn Python Part 2/2. Conditional Logic.srt
15.66KB
18. Learn Python Part 2/20. Exercise Find Duplicates.mp4
20.26MB
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18. Learn Python Part 2/20. Exercise Find Duplicates.srt
4.39KB
18. Learn Python Part 2/20.1 Solution Repl.html
102B
18. Learn Python Part 2/21. Functions.mp4
48.6MB
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18. Learn Python Part 2/21. Functions.srt
9.2KB
18. Learn Python Part 2/22. Parameters and Arguments.mp4
23.15MB
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18. Learn Python Part 2/22. Parameters and Arguments.srt
4.88KB
18. Learn Python Part 2/23. Default Parameters and Keyword Arguments.mp4
38.15MB
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18. Learn Python Part 2/23. Default Parameters and Keyword Arguments.srt
5.98KB
18. Learn Python Part 2/24. return.mp4
63.04MB
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18. Learn Python Part 2/24. return.srt
14.97KB
18. Learn Python Part 2/25. Exercise Tesla.html
402B
18. Learn Python Part 2/26. Methods vs Functions.mp4
30.69MB
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18. Learn Python Part 2/26. Methods vs Functions.srt
5.25KB
18. Learn Python Part 2/27. Docstrings.mp4
17.34MB
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18. Learn Python Part 2/27. Docstrings.srt
4.28KB
18. Learn Python Part 2/28. Clean Code.mp4
19.67MB
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18. Learn Python Part 2/28. Clean Code.srt
5.36KB
18. Learn Python Part 2/29. args and kwargs.mp4
43.02MB
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18. Learn Python Part 2/29. args and kwargs.srt
8.09KB
18. Learn Python Part 2/3. Indentation In Python.mp4
28.03MB
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18. Learn Python Part 2/3. Indentation In Python.srt
5.27KB
18. Learn Python Part 2/30. Exercise Functions.mp4
21.86MB
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18. Learn Python Part 2/30. Exercise Functions.srt
4.69KB
18. Learn Python Part 2/30.1 Solution Repl.html
108B
18. Learn Python Part 2/31. Scope.mp4
20.14MB
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18. Learn Python Part 2/31. Scope.srt
3.82KB
18. Learn Python Part 2/32. Scope Rules.mp4
37.69MB
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18. Learn Python Part 2/32. Scope Rules.srt
8.48KB
18. Learn Python Part 2/33. global Keyword.mp4
36.51MB
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18. Learn Python Part 2/33. global Keyword.srt
6.67KB
18. Learn Python Part 2/34. nonlocal Keyword.mp4
18.26MB
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18. Learn Python Part 2/34. nonlocal Keyword.srt
4.07KB
18. Learn Python Part 2/34.1 Solution Repl.html
95B
18. Learn Python Part 2/35. Why Do We Need Scope.mp4
19.18MB
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18. Learn Python Part 2/35. Why Do We Need Scope.srt
4.77KB
18. Learn Python Part 2/36. Pure Functions.mp4
67.37MB
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18. Learn Python Part 2/36. Pure Functions.srt
10.06KB
18. Learn Python Part 2/37. map().mp4
38.38MB
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18. Learn Python Part 2/37. map().srt
6.29KB
18. Learn Python Part 2/38. filter().mp4
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2. Machine Learning 101/2. AIMachine LearningData Science.srt
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2. Machine Learning 101/3. Exercise Machine Learning Playground.mp4
42.59MB
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2. Machine Learning 101/3.1 Teachable Machine.html
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2. Machine Learning 101/4. How Did We Get Here.mp4
30.51MB
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2. Machine Learning 101/5. Exercise YouTube Recommendation Engine.mp4
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2. Machine Learning 101/6. Types of Machine Learning.mp4
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2. Machine Learning 101/7. Are You Getting It Yet.html
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2. Machine Learning 101/8. What Is Machine Learning Round 2.mp4
25.52MB
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2. Machine Learning 101/9. Section Review.mp4
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20. Where To Go From Here/1. Become An Alumni.html
1.72KB
20. Where To Go From Here/2. Thank You.mp4
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3. Machine Learning and Data Science Framework/1. Section Overview.mp4
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9. Scikit-learn Creating Machine Learning Models/2. Scikit-learn Introduction.mp4
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9. Scikit-learn Creating Machine Learning Models/37. Evaluating A Model With Scikit-learn Functions.mp4
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9. Scikit-learn Creating Machine Learning Models/4. Refresher What Is Machine Learning.mp4
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9. Scikit-learn Creating Machine Learning Models/41. Tuning Hyperparameters 3.mp4
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9. Scikit-learn Creating Machine Learning Models/42. Quick Tip Correlation Analysis.mp4
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9. Scikit-learn Creating Machine Learning Models/43. Saving And Loading A Model.mp4
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9. Scikit-learn Creating Machine Learning Models/45. Putting It All Together.mp4
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9. Scikit-learn Creating Machine Learning Models/46. Putting It All Together 2.mp4
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9. Scikit-learn Creating Machine Learning Models/46.1 Introduction to Scikit-Learn Jupyter Notebook (from the videos).html
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9. Scikit-learn Creating Machine Learning Models/46.2 Introduction to Scikit-Learn Jupyter Notebook (with annotations).html
191B
9. Scikit-learn Creating Machine Learning Models/47. Scikit-Learn Practice.html
2.07KB
9. Scikit-learn Creating Machine Learning Models/5. Quick Note Upcoming Videos.html
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9. Scikit-learn Creating Machine Learning Models/6. Scikit-learn Cheatsheet.mp4
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9. Scikit-learn Creating Machine Learning Models/6.1 Scikit-Learn Reference Notebook.html
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9. Scikit-learn Creating Machine Learning Models/7. Typical scikit-learn Workflow.mp4
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9. Scikit-learn Creating Machine Learning Models/7.1 Example Scikit-Learn Workflow Notebook.html
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9. Scikit-learn Creating Machine Learning Models/8. Optional Debugging Warnings In Jupyter.mp4
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9. Scikit-learn Creating Machine Learning Models/9. Getting Your Data Ready Splitting Your Data.mp4
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9. Scikit-learn Creating Machine Learning Models/9. Getting Your Data Ready Splitting Your Data.srt
12.08KB
9. Scikit-learn Creating Machine Learning Models/9.1 scikit-learn-data.zip
20.83KB

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