Filename | Size |
| 10. Multiple Linear Regression/1. Introduction.mp4 | 16.5 MB |
| 10. Multiple Linear Regression/1. Introduction.vtt | 3.6 KB |
| 10. Multiple Linear Regression/1.1 Multplr_LR_Code_for Udemy.zip.zip | 521 KB |
| 10. Multiple Linear Regression/10. Case Study Part5.mp4 | 45.7 MB |
| 10. Multiple Linear Regression/10. Case Study Part5.vtt | 6.1 KB |
| 10. Multiple Linear Regression/11. Case Study Part6 (RFE).mp4 | 64.1 MB |
| 10. Multiple Linear Regression/11. Case Study Part6 (RFE).vtt | 8.2 KB |
| 10. Multiple Linear Regression/2. Case Study part1.mp4 | 83 MB |
| 10. Multiple Linear Regression/2. Case Study part1.vtt | 8.5 KB |
| 10. Multiple Linear Regression/3. Case Study part2.mp4 | 98.4 MB |
| 10. Multiple Linear Regression/3. Case Study part2.vtt | 12.2 KB |
| 10. Multiple Linear Regression/4. Case Study part3.mp4 | 68.7 MB |
| 10. Multiple Linear Regression/4. Case Study part3.vtt | 7.7 KB |
| 10. Multiple Linear Regression/5. Adjusted R Square.mp4 | 8.1 MB |
| 10. Multiple Linear Regression/5. Adjusted R Square.vtt | 855 B |
| 10. Multiple Linear Regression/6. Case Study Part1.mp4 | 68.5 MB |
| 10. Multiple Linear Regression/6. Case Study Part1.vtt | 8.8 KB |
| 10. Multiple Linear Regression/7. Case Study Part2.mp4 | 72.9 MB |
| 10. Multiple Linear Regression/7. Case Study Part2.vtt | 12.3 KB |
| 10. Multiple Linear Regression/8. Case Study Part3.mp4 | 66.6 MB |
| 10. Multiple Linear Regression/8. Case Study Part3.vtt | 7.6 KB |
| 10. Multiple Linear Regression/9. Case Study Part4.mp4 | 132.2 MB |
| 10. Multiple Linear Regression/9. Case Study Part4.vtt | 17.8 KB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/1. Introduction to the Problem Statement.mp4 | 40.8 MB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/1. Introduction to the Problem Statement.vtt | 6.2 KB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/1.1 Hotstarcode-for-udemy.zip.zip | 254.6 KB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/2. Playing With Data.mp4 | 81.4 MB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/2. Playing With Data.vtt | 11.9 KB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/3. Building Model Part1.mp4 | 55.1 MB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/3. Building Model Part1.vtt | 5.8 KB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/4. Building Model Part2.mp4 | 87.8 MB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/4. Building Model Part2.vtt | 9.3 KB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/5. Building Model Part3.mp4 | 48.5 MB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/5. Building Model Part3.vtt | 4.7 KB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/6. Verification of Model.mp4 | 39.5 MB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/6. Verification of Model.vtt | 4.7 KB |
| 12. Gradient Descent/1. Pre-Req For Gradient Descent Part1.mp4 | 61.2 MB |
| 12. Gradient Descent/1. Pre-Req For Gradient Descent Part1.vtt | 17.6 KB |
| 12. Gradient Descent/1.1 Gradient+Descent+Updated.zip.zip | 161.1 KB |
| 12. Gradient Descent/2. Pre-Req For Gradient Descent Part2.mp4 | 32.9 MB |
| 12. Gradient Descent/2. Pre-Req For Gradient Descent Part2.vtt | 9 KB |
| 12. Gradient Descent/3. Cost Functions.mp4 | 13.2 MB |
| 12. Gradient Descent/3. Cost Functions.vtt | 2.8 KB |
| 12. Gradient Descent/4. Defining Cost Functions More Formally.mp4 | 36.5 MB |
| 12. Gradient Descent/4. Defining Cost Functions More Formally.vtt | 8.6 KB |
| 12. Gradient Descent/5. Gradient Descent.mp4 | 37.7 MB |
| 12. Gradient Descent/5. Gradient Descent.vtt | 12.5 KB |
| 12. Gradient Descent/6. Optimisation.mp4 | 21.7 MB |
| 12. Gradient Descent/6. Optimisation.vtt | 5.1 KB |
| 12. Gradient Descent/7. Closed Form Vs Gradient Descent.mp4 | 26.6 MB |
| 12. Gradient Descent/7. Closed Form Vs Gradient Descent.vtt | 5.8 KB |
| 12. Gradient Descent/8. Gradient Descent case study.mp4 | 71.7 MB |
| 12. Gradient Descent/8. Gradient Descent case study.vtt | 6.9 KB |
| 13. KNN/1. Introduction to Classification.mp4 | 54.1 MB |
| 13. KNN/1. Introduction to Classification.vtt | 15.5 KB |
| 13. KNN/1.1 KNN.zip.zip | 1.3 MB |
| 13. KNN/10. Case Study.mp4 | 70.7 MB |
| 13. KNN/10. Case Study.vtt | 10.8 KB |
| 13. KNN/11. Classification Case1.mp4 | 84.2 MB |
| 13. KNN/11. Classification Case1.vtt | 25 KB |
| 13. KNN/12. Classification Case2.mp4 | 52.2 MB |
| 13. KNN/12. Classification Case2.vtt | 16.9 KB |
| 13. KNN/13. Classification Case3.mp4 | 53 MB |
| 13. KNN/13. Classification Case3.vtt | 15.2 KB |
| 13. KNN/14. Classification Case4.mp4 | 41.1 MB |
| 13. KNN/14. Classification Case4.vtt | 13.8 KB |
| 13. KNN/2. Defining Classification Mathematically.mp4 | 40 MB |
| 13. KNN/2. Defining Classification Mathematically.vtt | 9 KB |
| 13. KNN/3. Introduction to KNN.mp4 | 47.1 MB |
| 13. KNN/3. Introduction to KNN.vtt | 13.7 KB |
| 13. KNN/4. Accuracy of KNN.mp4 | 57.2 MB |
| 13. KNN/4. Accuracy of KNN.vtt | 14.9 KB |
| 13. KNN/5. Effectiveness of KNN.mp4 | 48.2 MB |
| 13. KNN/5. Effectiveness of KNN.vtt | 15.9 KB |
| 13. KNN/6. Distance Metrics.mp4 | 47.9 MB |
| 13. KNN/6. Distance Metrics.vtt | 14.6 KB |
| 13. KNN/7. Distance Metrics Part2.mp4 | 28.8 MB |
| 13. KNN/7. Distance Metrics Part2.vtt | 9.3 KB |
| 13. KNN/8. Finding k.mp4 | 33.3 MB |
| 13. KNN/8. Finding k.vtt | 11.5 KB |
| 13. KNN/9. KNN on Regression.mp4 | 9.3 MB |
| 13. KNN/9. KNN on Regression.vtt | 2.9 KB |
| 14. Model Performance Metrics/1. Performance Metrics Part1.mp4 | 113.8 MB |
| 14. Model Performance Metrics/1. Performance Metrics Part1.vtt | 27.1 KB |
| 14. Model Performance Metrics/2. Performance Metrics Part2.mp4 | 90.5 MB |
| 14. Model Performance Metrics/2. Performance Metrics Part2.vtt | 19.1 KB |
| 14. Model Performance Metrics/3. Performance Metrics Part3.mp4 | 24 MB |
| 14. Model Performance Metrics/3. Performance Metrics Part3.vtt | 6.2 KB |
| 15. Model Selection Part1/1. Model Creation Case1.mp4 | 52.1 MB |
| 15. Model Selection Part1/1. Model Creation Case1.vtt | 12.4 KB |
| 15. Model Selection Part1/1.1 CrossValidation_Linear Regression.zip.zip | 342.2 KB |
| 15. Model Selection Part1/2. Model Creation Case2.mp4 | 34.7 MB |
| 15. Model Selection Part1/2. Model Creation Case2.vtt | 8.8 KB |
| 15. Model Selection Part1/3. Gridsearch Case study Part1.mp4 | 124.2 MB |
| 15. Model Selection Part1/3. Gridsearch Case study Part1.vtt | 13.5 KB |
| 15. Model Selection Part1/4. Gridsearch Case study Part2.mp4 | 178.9 MB |
| 15. Model Selection Part1/4. Gridsearch Case study Part2.vtt | 18.4 KB |
| 16. Naive Bayes/10. Case Study 2 Part1.mp4 | 74.6 MB |
| 16. Naive Bayes/10. Case Study 2 Part1.vtt | 8.9 KB |