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