Create Tool:
Create Time:1970-01-01 08:00:00
File Size:694.56 MB
File Count:114
File Hash:dcf8f9e1ccd3f71385b6c64e5c9dcd889019f300
| 0. Websites you may like/[CourseClub.Me].url | 122 B |
| 0. Websites you may like/[GigaCourse.Com].url | 49 B |
| 01 - Introduction/001 Welcome Challenge!.html | 2.14 KB |
| 01 - Introduction/002 Welcome to The Machine Learning Series Level 1.mp4 | 13.72 MB |
| 01 - Introduction/002 Welcome to The Machine Learning Series Level 1_en.srt | 4.43 KB |
| 01 - Introduction/003 The Machine Learning Process.mp4 | 7.98 MB |
| 01 - Introduction/003 The Machine Learning Process_en.srt | 2.78 KB |
| 01 - Introduction/004 Get all the Datasets, Codes and Slides here.html | 457 B |
| 01 - Introduction/005 A walk-through the course materials and Google Colab.mp4 | 19.90 MB |
| 01 - Introduction/005 A walk-through the course materials and Google Colab_en.srt | 8.15 KB |
| 01 - Introduction/006 BONUS Use ChatGPT in your ML Work.html | 406 B |
| 01 - Introduction/[CourseClub.Me].url | 122 B |
| 01 - Introduction/[GigaCourse.Com].url | 49 B |
| 02 - Regression/001 What is Regression.mp4 | 5.05 MB |
| 02 - Regression/001 What is Regression_en.srt | 3.35 KB |
| 02 - Regression/002 Simple Linear Regression.mp4 | 4.97 MB |
| 02 - Regression/002 Simple Linear Regression_en.srt | 3.52 KB |
| 02 - Regression/003 Ordinary Least Squares.mp4 | 6.43 MB |
| 02 - Regression/003 Ordinary Least Squares_en.srt | 5.13 KB |
| 02 - Regression/004 Multiple Linear Regression.mp4 | 8.41 MB |
| 02 - Regression/004 Multiple Linear Regression_en.srt | 3.99 KB |
| 02 - Regression/005 Assumptions of Linear Regression.mp4 | 24.59 MB |
| 02 - Regression/005 Assumptions of Linear Regression_en.srt | 7.15 KB |
| 02 - Regression/005 Get-your-Assumptions-PDF.url | 68 B |
| 02 - Regression/006 Linear Regression Hands-On - Step 1.mp4 | 24.42 MB |
| 02 - Regression/006 Linear Regression Hands-On - Step 1_en.srt | 8.10 KB |
| 02 - Regression/007 Linear Regression Hands-On - Step 2.mp4 | 34.72 MB |
| 02 - Regression/007 Linear Regression Hands-On - Step 2_en.srt | 10.26 KB |
| 02 - Regression/008 Linear Regression Hands-On - Step 3.mp4 | 46.20 MB |
| 02 - Regression/008 Linear Regression Hands-On - Step 3_en.srt | 11.86 KB |
| 02 - Regression/009 Training Set and Test Set.mp4 | 5.36 MB |
| 02 - Regression/009 Training Set and Test Set_en.srt | 3.25 KB |
| 02 - Regression/010 Linear Regression Hands-On - Step 4.mp4 | 34.72 MB |
| 02 - Regression/010 Linear Regression Hands-On - Step 4_en.srt | 10.73 KB |
| 02 - Regression/011 Linear Regression Hands-On - Step 5.mp4 | 10.34 MB |
| 02 - Regression/011 Linear Regression Hands-On - Step 5_en.srt | 8.03 KB |
| 02 - Regression/012 Linear Regression Hands-On - Step 6.mp4 | 6.83 MB |
| 02 - Regression/012 Linear Regression Hands-On - Step 6_en.srt | 8.03 KB |
| 02 - Regression/013 Linear Regression Hands-On - Step 7.mp4 | 9.50 MB |
| 02 - Regression/013 Linear Regression Hands-On - Step 7_en.srt | 6.24 KB |
| 02 - Regression/014 Linear Regression Hands-On - Step 8.mp4 | 6.13 MB |
| 02 - Regression/014 Linear Regression Hands-On - Step 8_en.srt | 4.45 KB |
| 02 - Regression/015 R-Squared.mp4 | 8.58 MB |
| 02 - Regression/015 R-Squared_en.srt | 7.40 KB |
| 02 - Regression/016 Adjusted R-Squared.mp4 | 11.57 MB |
| 02 - Regression/016 Adjusted R-Squared_en.srt | 8.30 KB |
| 02 - Regression/017 Linear Regression Hands-On - Step 9.mp4 | 11.87 MB |
| 02 - Regression/017 Linear Regression Hands-On - Step 9_en.srt | 6.63 KB |
| 02 - Regression/018 Linear Regression Hands-On - Step 10.mp4 | 8.05 MB |
| 02 - Regression/018 Linear Regression Hands-On - Step 10_en.srt | 6.30 KB |
| 02 - Regression/external-links.txt | 78 B |
| 03 - Classification/001 What is Classification.mp4 | 5.58 MB |
| 03 - Classification/001 What is Classification_en.srt | 4.06 KB |
| 03 - Classification/002 Logistic Regression.mp4 | 24.75 MB |
| 03 - Classification/002 Logistic Regression_en.srt | 8.11 KB |
| 03 - Classification/003 Maximum Likelihood.mp4 | 7.11 MB |
| 03 - Classification/003 Maximum Likelihood_en.srt | 5.98 KB |
| 03 - Classification/004 Logistic Regression Hands-On - Step 1.mp4 | 20.37 MB |
| 03 - Classification/004 Logistic Regression Hands-On - Step 1_en.srt | 8.10 KB |
| 03 - Classification/005 Logistic Regression Hands-On - Step 2.mp4 | 7.70 MB |
| 03 - Classification/005 Logistic Regression Hands-On - Step 2_en.srt | 4.96 KB |
| 03 - Classification/006 Logistic Regression Hands-On - Step 3.mp4 | 20.54 MB |
| 03 - Classification/006 Logistic Regression Hands-On - Step 3_en.srt | 9.50 KB |
| 03 - Classification/007 Logistic Regression Hands-On - Step 4.mp4 | 14.29 MB |
| 03 - Classification/007 Logistic Regression Hands-On - Step 4_en.srt | 6.77 KB |
| 03 - Classification/008 Feature Scaling.mp4 | 14.03 MB |
| 03 - Classification/008 Feature Scaling_en.srt | 9.59 KB |
| 03 - Classification/009 Logistic Regression Hands-On - Step 5.mp4 | 29.85 MB |
| 03 - Classification/009 Logistic Regression Hands-On - Step 5_en.srt | 11.98 KB |
| 03 - Classification/010 Logistic Regression Hands-On - Step 6.mp4 | 5.67 MB |
| 03 - Classification/010 Logistic Regression Hands-On - Step 6_en.srt | 4.42 KB |
| 03 - Classification/011 Logistic Regression Hands-On - Step 7.mp4 | 4.37 MB |
| 03 - Classification/011 Logistic Regression Hands-On - Step 7_en.srt | 3.23 KB |
| 03 - Classification/012 Logistic Regression Hands-On - Step 8a.mp4 | 18.41 MB |
| 03 - Classification/012 Logistic Regression Hands-On - Step 8a_en.srt | 8.30 KB |
| 03 - Classification/013 Logistic Regression Hands-On - Step 8b.mp4 | 6.12 MB |
| 03 - Classification/013 Logistic Regression Hands-On - Step 8b_en.srt | 4.23 KB |
| 03 - Classification/014 Confusion Matrix and Accuracy.mp4 | 15.58 MB |
| 03 - Classification/014 Confusion Matrix and Accuracy_en.srt | 7.54 KB |
| 03 - Classification/015 Logistic Regression Hands-On - Step 9.mp4 | 8.88 MB |
| 03 - Classification/015 Logistic Regression Hands-On - Step 9_en.srt | 6.28 KB |
| 03 - Classification/016 Logistic Regression Hands-On - Step 10.mp4 | 8.66 MB |
| 03 - Classification/016 Logistic Regression Hands-On - Step 10_en.srt | 6.79 KB |
| 03 - Classification/[CourseClub.Me].url | 122 B |
| 03 - Classification/[GigaCourse.Com].url | 49 B |
| 04 - Clustering/001 What is Clustering.mp4 | 15.45 MB |
| 04 - Clustering/001 What is Clustering_en.srt | 5.75 KB |
| 04 - Clustering/002 K-Means Clustering.mp4 | 4.09 MB |
| 04 - Clustering/002 K-Means Clustering_en.srt | 4.66 KB |
| 04 - Clustering/003 The Elbow Method.mp4 | 7.50 MB |
| 04 - Clustering/003 The Elbow Method_en.srt | 6.73 KB |
| 04 - Clustering/004 K-Means Clustering - Step 1.mp4 | 16.29 MB |
| 04 - Clustering/004 K-Means Clustering - Step 1_en.srt | 9.91 KB |
| 04 - Clustering/005 K-Means Clustering - Step 2.mp4 | 12.68 MB |
| 04 - Clustering/005 K-Means Clustering - Step 2_en.srt | 9.73 KB |
| 04 - Clustering/006 K-Means Clustering - Step 3a.mp4 | 18.49 MB |
| 04 - Clustering/006 K-Means Clustering - Step 3a_en.srt | 11.93 KB |
| 04 - Clustering/007 K-Means Clustering - Step 3b.mp4 | 19.87 MB |
| 04 - Clustering/007 K-Means Clustering - Step 3b_en.srt | 11.83 KB |
| 04 - Clustering/008 K-Means++.mp4 | 9.42 MB |
| 04 - Clustering/008 K-Means++_en.srt | 7.30 KB |
| 04 - Clustering/009 K-Means Clustering - Step 4.mp4 | 14.18 MB |
| 04 - Clustering/009 K-Means Clustering - Step 4_en.srt | 10.25 KB |
| 04 - Clustering/010 K-Means Clustering - Step 5a.mp4 | 16.56 MB |
| 04 - Clustering/010 K-Means Clustering - Step 5a_en.srt | 11.26 KB |
| 04 - Clustering/011 K-Means Clustering - Step 5b.mp4 | 27.65 MB |
| 04 - Clustering/011 K-Means Clustering - Step 5b_en.srt | 11.28 KB |
| 05 - Wrapping up/001 Congrats!!.mp4 | 10.81 MB |
| 05 - Wrapping up/001 Congrats!!_en.srt | 1.59 KB |
| 05 - Wrapping up/002 Your Special Bonus.html | 1.62 KB |
| 05 - Wrapping up/[CourseClub.Me].url | 122 B |
| 05 - Wrapping up/[GigaCourse.Com].url | 49 B |
| [CourseClub.Me].url | 122 B |
| [GigaCourse.Com].url | 49 B |
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