Udemy - Machine Learning Practical: 6 Real-World Applications [TP...

Files:

• 1. Welcome to the course!.mp4 (36.7 MB)
• 1. Welcome to the course!.vtt (2.3 KB)
• 2. Where to get the materials.html (0.1 KB)

• 1. Introduction.mp4 (15.0 MB)
• 1. Introduction.vtt (1.0 KB)
• 2. Business Challenge.mp4 (61.0 MB)
• 2. Business Challenge.vtt (3.7 KB)
• 3. Updates on Udemy Reviews.mp4 (56.1 MB)
• 3. Updates on Udemy Reviews.vtt (3.5 KB)
• 4. Challenge in Machine Learning Vocabulary.mp4 (79.1 MB)
• 4. Challenge in Machine Learning Vocabulary.vtt (10.0 KB)
• 5. Data Visualisation.mp4 (140.5 MB)
• 5. Data Visualisation.vtt (23.0 KB)
• 6. Model Training.mp4 (70.9 MB)
• 6. Model Training.vtt (11.0 KB)
• 7. Model Evaluation.mp4 (91.4 MB)
• 7. Model Evaluation.vtt (14.4 KB)
• 8. Improving the Model.mp4 (189.8 MB)
• 8. Improving the Model.vtt (29.1 KB)
• 9. Conclusion.mp4 (24.0 MB)
• 9. Conclusion.vtt (3.6 KB)

• 1. Business Challenge.mp4 (92.2 MB)
• 1. Business Challenge.vtt (5.8 KB)
• 10. Conclusion.mp4 (55.3 MB)
• 10. Conclusion.vtt (4.6 KB)
• 2. Challenge in Machine Learning Vocabulary.mp4 (69.2 MB)
• 2. Challenge in Machine Learning Vocabulary.vtt (8.4 KB)
• 3. Data Visualisation.mp4 (130.1 MB)
• 3. Data Visualisation.vtt (19.9 KB)
• 4. Model Training Part I.mp4 (103.8 MB)
• 4. Model Training Part I.vtt (11.8 KB)
• 5. Model Training Part II.mp4 (78.3 MB)
• 5. Model Training Part II.vtt (10.1 KB)
• 6. Model Training Part III.mp4 (126.0 MB)
• 6. Model Training Part III.vtt (14.4 KB)
• 7. Model Training Part IV.mp4 (128.2 MB)
• 7. Model Training Part IV.vtt (19.4 KB)
• 8. Model Evaluation.mp4 (73.6 MB)
• 8. Model Evaluation.vtt (12.2 KB)
• 9. Improving the Model.mp4 (31.6 MB)
• 9. Improving the Model.vtt (3.5 KB)

• 1. Fintech Case Studies Introduction.mp4 (14.6 MB)
• 1. Fintech Case Studies Introduction.vtt (2.0 KB)
• 10. Model Building.mp4 (72.3 MB)
• 10. Model Building.vtt (13.0 KB)
• 11. Model Conclusion.mp4 (30.0 MB)
• 11. Model Conclusion.vtt (4.1 KB)
• 12. Final Remarks.mp4 (19.0 MB)
• 12. Final Remarks.vtt (2.4 KB)
• 2. Introduction.mp4 (18.3 MB)
• 2. Introduction.vtt (2.3 KB)
• 3. Data.mp4 (53.6 MB)
• 3. Data.vtt (4.1 KB)
• 4. Features Histograms.mp4 (60.8 MB)
• 4. Features Histograms.vtt (9.7 KB)
• 5. Correlation Plot.mp4 (22.0 MB)
• 5. Correlation Plot.vtt (5.5 KB)
• 6. Correlation Matrix.mp4 (32.3 MB)
• 6. Correlation Matrix.vtt (8.3 KB)
• 7. Feature Engineering - Response.mp4 (54.9 MB)
• 7. Feature Engineering - Response.vtt (9.7 KB)
• 8. Feature Engineering - Screens.mp4 (71.0 MB)
• 8. Feature Engineering - Screens.vtt (10.3 KB)
• 9. Data Pre-Processing.mp4 (60.7 MB)
• 9. Data Pre-Processing.vtt (9.8 KB)

• 1. Introduction.mp4 (19.6 MB)
• 1. Introduction.vtt (2.5 KB)
• 10. Model Building.mp4 (51.3 MB)
• 10. Model Building.vtt (9.5 KB)
• 11. K-Fold Cross Validation.mp4 (31.7 MB)
• 11. K-Fold Cross Validation.vtt (5.2 KB)
• 12. Feature Selection.mp4 (64.3 MB)
• 12. Feature Selection.vtt (8.7 KB)
• 13. Model Conclusion.mp4 (38.4 MB)
• 13. Model Conclusion.vtt (5.3 KB)
• 14. Final Remarks.mp4 (24.3 MB)
• 14. Final Remarks.vtt (3.1 KB)
• 2. Data.mp4 (77.5 MB)
• 2. Data.vtt (9.8 KB)
• 3. Data Cleaning.mp4 (32.6 MB)
• 3. Data Cleaning.vtt (5.7 KB)
• 4. Features Histograms.mp4 (50.2 MB)
• 4. Features Histograms.vtt (10.7 KB)
• 5. Pie Chart Distributions.mp4 (70.6 MB)
• 5. Pie Chart Distributions.vtt (10.7 KB)
• 6. Correlation Plot.mp4 (48.7 MB)
• 6. Correlation Plot.vtt (9.4 KB)
• 7. Correlation Matrix.mp4 (56.1 MB)
• 7. Correlation Matrix.vtt (11.7 KB)
• 8. One-Hot Encoding.mp4 (42.9 MB)
• 8. One-Hot Encoding.vtt (6.5 KB)
• 9. Feature Scaling & Balancing.mp4 (79.7 MB)
• 9. Feature Scaling & Balancing.vtt (10.9 KB)

• 1. Introduction.mp4 (75.1 MB)
• 1. Introduction.vtt (9.6 KB)
• 10. Model Building Part 2.mp4 (93.5 MB)
• 10. Model Building Part 2.vtt (11.6 KB)
• 11. Grid Search Part 1.mp4 (74.4 MB)
• 11. Grid Search Part 1.vtt (14.0 KB)
• 12. Grid Search Part 2.mp4 (98.1 MB)
• 12. Grid Search Part 2.vtt (11.2 KB)
• 13. Model Conclusion.mp4 (18.3 MB)
• 13. Model Conclusion.vtt (3.4 KB)
• 14. Final Remarks.mp4 (30.6 MB)
• 14. Final Remarks.vtt (4.1 KB)
• 2. Data.mp4 (101.9 MB)
• 2. Data.vtt (9.8 KB)
• 3. Data Housekeeping.mp4 (44.1 MB)
• 3. Data Housekeeping.vtt (6.9 KB)
• 4. Histograms.mp4 (50.8 MB)
• 4. Histograms.vtt (12.6 KB)
• 5. Correlation Plot.mp4 (24.3 MB)
• 5. Correlation Plot.vtt (6.6 KB)
• 6. Correlation Matrix.mp4 (33.4 MB)
• 6. Correlation Matrix.vtt (9.1 KB)
• 7. Feature Engineering.mp4 (23.5 MB)
• 7. Feature Engineering.vtt (6.6 KB)
• 8. Data Preprocessing.mp4 (60.2 MB)
• 8. Data Preprocessing.vtt (11.0 KB)
• 9. Model Building Part 1.mp4 (58.8 MB)
• 9. Model Building Part 1.vtt (8.0 KB)

• 1. Case Study.mp4 (30.1 MB)
• 1. Case Study.vtt (3.5 KB)
• 10. Metrics.mp4 (15.1 MB)
• 10. Metrics.vtt (4.0 KB)
• 11. Confusion Matrix.mp4 (40.1 MB)
• 11. Confusion Matrix.vtt (4.0 KB)
• 12. Machine Learning Classifiers.mp4 (34.2 MB)
• 12. Machine Learning Classifiers.vtt (7.7 KB)
• 13. Random Forest.mp4 (31.0 MB)
• 13. Random Forest.vtt (3.1 KB)
• 14. Decision Trees.mp4 (18.8 MB)
• 14. Decision Trees.vtt (2.6 KB)
• 15. Sampling.mp4 (7.7 MB)
• 15. Sampling.vtt (2.1 KB)
• 16. Undersampling.mp4 (36.9 MB)
• 16. Undersampling.vtt (2.6 KB)
• 17. Smote.mp4 (35.7 MB)
• 17. Smote.vtt (2.5 KB)
• 18. Final remarks.mp4 (19.1 MB)
• 18. Final remarks.vtt (3.1 KB)
• 2. Machine Learning Vocabulary.mp4 (22.9 MB)
• 2. Machine Learning Vocabulary.vtt (3.3 KB)
• 3. Set Up.mp4 (23.9 MB)
• 3. Set Up.vtt (3.3 KB)
• 4. Data Visualization.mp4 (20.4 MB)
• 4. Data Visualization.vtt (2.4 KB)
• 5. Data Preprocessing.mp4 (39.0 MB)
• 5. Data Preprocessing.vtt (2.9 KB)
• 6. Deep Learning Part 1.mp4 (23.2 MB)
• 6. Deep Learning Part 1.vtt (3.4 KB)
• 7. Deep Learning Part 2.mp4 (48.2 MB)
• 7. Deep Learning Part 2.vtt (7.4 KB)
• 8. Splitting the Data.mp4 (38.2 MB)
• 8. Splitting the Data.vtt (4.1 KB)
• 9. Training.mp4 (21.2 MB)
• 9. Training.vtt (1.9 KB)

• [Tutorialsplanet.NET].url (0.1 KB)