Filename | Size |
| 1. Introduction/1. Welcome to the course!.mp4 | 36.7 MB |
| 1. Introduction/1. Welcome to the course!.vtt | 2.3 KB |
| 1. Introduction/2. Where to get the materials.html | 128 B |
| 2. Breast Cancer Classification/1. Introduction.mp4 | 15 MB |
| 2. Breast Cancer Classification/1. Introduction.vtt | 1 KB |
| 2. Breast Cancer Classification/2. Business Challenge.mp4 | 61 MB |
| 2. Breast Cancer Classification/2. Business Challenge.vtt | 3.7 KB |
| 2. Breast Cancer Classification/3. Updates on Udemy Reviews.mp4 | 56.1 MB |
| 2. Breast Cancer Classification/3. Updates on Udemy Reviews.vtt | 3.5 KB |
| 2. Breast Cancer Classification/4. Challenge in Machine Learning Vocabulary.mp4 | 79.1 MB |
| 2. Breast Cancer Classification/4. Challenge in Machine Learning Vocabulary.vtt | 10 KB |
| 2. Breast Cancer Classification/5. Data Visualisation.mp4 | 140.5 MB |
| 2. Breast Cancer Classification/5. Data Visualisation.vtt | 23 KB |
| 2. Breast Cancer Classification/6. Model Training.mp4 | 70.9 MB |
| 2. Breast Cancer Classification/6. Model Training.vtt | 11 KB |
| 2. Breast Cancer Classification/7. Model Evaluation.mp4 | 91.4 MB |
| 2. Breast Cancer Classification/7. Model Evaluation.vtt | 14.4 KB |
| 2. Breast Cancer Classification/8. Improving the Model.mp4 | 189.8 MB |
| 2. Breast Cancer Classification/8. Improving the Model.vtt | 29.1 KB |
| 2. Breast Cancer Classification/9. Conclusion.mp4 | 24 MB |
| 2. Breast Cancer Classification/9. Conclusion.vtt | 3.6 KB |
| 3. Fashion Class Classification/1. Business Challenge.mp4 | 92.2 MB |
| 3. Fashion Class Classification/1. Business Challenge.vtt | 5.8 KB |
| 3. Fashion Class Classification/10. Conclusion.mp4 | 55.3 MB |
| 3. Fashion Class Classification/10. Conclusion.vtt | 4.6 KB |
| 3. Fashion Class Classification/2. Challenge in Machine Learning Vocabulary.mp4 | 69.2 MB |
| 3. Fashion Class Classification/2. Challenge in Machine Learning Vocabulary.vtt | 8.4 KB |
| 3. Fashion Class Classification/3. Data Visualisation.mp4 | 130.1 MB |
| 3. Fashion Class Classification/3. Data Visualisation.vtt | 19.9 KB |
| 3. Fashion Class Classification/4. Model Training Part I.mp4 | 103.8 MB |
| 3. Fashion Class Classification/4. Model Training Part I.vtt | 11.8 KB |
| 3. Fashion Class Classification/5. Model Training Part II.mp4 | 78.3 MB |
| 3. Fashion Class Classification/5. Model Training Part II.vtt | 10.1 KB |
| 3. Fashion Class Classification/6. Model Training Part III.mp4 | 126 MB |
| 3. Fashion Class Classification/6. Model Training Part III.vtt | 14.4 KB |
| 3. Fashion Class Classification/7. Model Training Part IV.mp4 | 128.2 MB |
| 3. Fashion Class Classification/7. Model Training Part IV.vtt | 19.4 KB |
| 3. Fashion Class Classification/8. Model Evaluation.mp4 | 73.6 MB |
| 3. Fashion Class Classification/8. Model Evaluation.vtt | 12.2 KB |
| 3. Fashion Class Classification/9. Improving the Model.mp4 | 31.6 MB |
| 3. Fashion Class Classification/9. Improving the Model.vtt | 3.5 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/1. Fintech Case Studies Introduction.mp4 | 14.6 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/1. Fintech Case Studies Introduction.vtt | 2 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/10. Model Building.mp4 | 72.3 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/10. Model Building.vtt | 13 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/11. Model Conclusion.mp4 | 30 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/11. Model Conclusion.vtt | 4.1 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/12. Final Remarks.mp4 | 19 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/12. Final Remarks.vtt | 2.4 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/2. Introduction.mp4 | 18.3 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/2. Introduction.vtt | 2.3 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/3. Data.mp4 | 53.6 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/3. Data.vtt | 4.1 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/4. Features Histograms.mp4 | 60.8 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/4. Features Histograms.vtt | 9.7 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/5. Correlation Plot.mp4 | 22 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/5. Correlation Plot.vtt | 5.5 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/6. Correlation Matrix.mp4 | 32.3 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/6. Correlation Matrix.vtt | 8.3 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/7. Feature Engineering - Response.mp4 | 54.9 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/7. Feature Engineering - Response.vtt | 9.7 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/8. Feature Engineering - Screens.mp4 | 71 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/8. Feature Engineering - Screens.vtt | 10.3 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/9. Data Pre-Processing.mp4 | 60.7 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/9. Data Pre-Processing.vtt | 9.8 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/1. Introduction.mp4 | 19.6 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/1. Introduction.vtt | 2.5 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/10. Model Building.mp4 | 51.3 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/10. Model Building.vtt | 9.5 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/11. K-Fold Cross Validation.mp4 | 31.7 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/11. K-Fold Cross Validation.vtt | 5.2 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/12. Feature Selection.mp4 | 64.3 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/12. Feature Selection.vtt | 8.7 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/13. Model Conclusion.mp4 | 38.4 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/13. Model Conclusion.vtt | 5.3 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/14. Final Remarks.mp4 | 24.3 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/14. Final Remarks.vtt | 3.1 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/2. Data.mp4 | 77.5 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/2. Data.vtt | 9.8 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/3. Data Cleaning.mp4 | 32.6 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/3. Data Cleaning.vtt | 5.7 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/4. Features Histograms.mp4 | 50.2 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/4. Features Histograms.vtt | 10.7 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/5. Pie Chart Distributions.mp4 | 70.6 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/5. Pie Chart Distributions.vtt | 10.7 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/6. Correlation Plot.mp4 | 48.7 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/6. Correlation Plot.vtt | 9.4 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/7. Correlation Matrix.mp4 | 56.1 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/7. Correlation Matrix.vtt | 11.7 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/8. One-Hot Encoding.mp4 | 42.9 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/8. One-Hot Encoding.vtt | 6.5 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/9. Feature Scaling & Balancing.mp4 | 79.7 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/9. Feature Scaling & Balancing.vtt | 10.9 KB |
| 6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/1. Introduction.mp4 | 75.1 MB |
| 6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/1. Introduction.vtt | 9.6 KB |
| 6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/10. Model Building Part 2.mp4 | 93.5 MB |
| 6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/10. Model Building Part 2.vtt | 11.6 KB |
| 6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/11. Grid Search Part 1.mp4 | 74.4 MB |
| 6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/11. Grid Search Part 1.vtt | 14 KB |