[FreeCourseLab com] Udemy - Machine Learning Practical 6 Real-World Applications
File List
| File | Size |
|---|---|
| 1. Introduction/1. Welcome to the course!.mp4 | 36.75 MB |
| 1. Introduction/1. Welcome to the course!.vtt | 2.33 KB |
| 1. Introduction/2. Where to get the materials.html | 128 B |
| 2. Breast Cancer Classification/1. Introduction.mp4 | 14.97 MB |
| 2. Breast Cancer Classification/1. Introduction.vtt | 1 KB |
| 2. Breast Cancer Classification/2. Business Challenge.mp4 | 60.98 MB |
| 2. Breast Cancer Classification/2. Business Challenge.vtt | 3.73 KB |
| 2. Breast Cancer Classification/3. Updates on Udemy Reviews.mp4 | 56.12 MB |
| 2. Breast Cancer Classification/3. Updates on Udemy Reviews.vtt | 3.53 KB |
| 2. Breast Cancer Classification/4. Challenge in Machine Learning Vocabulary.mp4 | 79.06 MB |
| 2. Breast Cancer Classification/4. Challenge in Machine Learning Vocabulary.vtt | 9.96 KB |
| 2. Breast Cancer Classification/5. Data Visualisation.mp4 | 140.5 MB |
| 2. Breast Cancer Classification/5. Data Visualisation.vtt | 22.98 KB |
| 2. Breast Cancer Classification/6. Model Training.mp4 | 70.94 MB |
| 2. Breast Cancer Classification/6. Model Training.vtt | 11.03 KB |
| 2. Breast Cancer Classification/7. Model Evaluation.mp4 | 91.38 MB |
| 2. Breast Cancer Classification/7. Model Evaluation.vtt | 14.36 KB |
| 2. Breast Cancer Classification/8. Improving the Model.mp4 | 189.77 MB |
| 2. Breast Cancer Classification/8. Improving the Model.vtt | 29.08 KB |
| 2. Breast Cancer Classification/9. Conclusion.mp4 | 24.04 MB |
| 2. Breast Cancer Classification/9. Conclusion.vtt | 3.57 KB |
| 3. Fashion Class Classification/1. Business Challenge.mp4 | 92.22 MB |
| 3. Fashion Class Classification/1. Business Challenge.vtt | 5.81 KB |
| 3. Fashion Class Classification/10. Conclusion.mp4 | 55.27 MB |
| 3. Fashion Class Classification/10. Conclusion.vtt | 4.61 KB |
| 3. Fashion Class Classification/2. Challenge in Machine Learning Vocabulary.mp4 | 69.24 MB |
| 3. Fashion Class Classification/2. Challenge in Machine Learning Vocabulary.vtt | 8.45 KB |
| 3. Fashion Class Classification/3. Data Visualisation.mp4 | 130.14 MB |
| 3. Fashion Class Classification/3. Data Visualisation.vtt | 19.92 KB |
| 3. Fashion Class Classification/4. Model Training Part I.mp4 | 103.76 MB |
| 3. Fashion Class Classification/4. Model Training Part I.vtt | 11.81 KB |
| 3. Fashion Class Classification/5. Model Training Part II.mp4 | 78.3 MB |
| 3. Fashion Class Classification/5. Model Training Part II.vtt | 10.09 KB |
| 3. Fashion Class Classification/6. Model Training Part III.mp4 | 125.99 MB |
| 3. Fashion Class Classification/6. Model Training Part III.vtt | 14.38 KB |
| 3. Fashion Class Classification/7. Model Training Part IV.mp4 | 128.19 MB |
| 3. Fashion Class Classification/7. Model Training Part IV.vtt | 19.41 KB |
| 3. Fashion Class Classification/8. Model Evaluation.mp4 | 73.61 MB |
| 3. Fashion Class Classification/8. Model Evaluation.vtt | 12.24 KB |
| 3. Fashion Class Classification/9. Improving the Model.mp4 | 31.62 MB |
| 3. Fashion Class Classification/9. Improving the Model.vtt | 3.49 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/1. Fintech Case Studies Introduction.mp4 | 14.63 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/1. Fintech Case Studies Introduction.vtt | 2.02 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/10. Model Building.mp4 | 72.33 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/10. Model Building.vtt | 12.97 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/11. Model Conclusion.mp4 | 29.99 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/11. Model Conclusion.vtt | 4.06 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/12. Final Remarks.mp4 | 19.05 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/12. Final Remarks.vtt | 2.43 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/2. Introduction.mp4 | 18.28 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/2. Introduction.vtt | 2.32 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/3. Data.mp4 | 53.63 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/3. Data.vtt | 4.06 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/4. Features Histograms.mp4 | 60.84 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/4. Features Histograms.vtt | 9.74 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/5. Correlation Plot.mp4 | 22.04 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/5. Correlation Plot.vtt | 5.51 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/6. Correlation Matrix.mp4 | 32.28 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 | 54.89 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/7. Feature Engineering - Response.vtt | 9.74 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/8. Feature Engineering - Screens.mp4 | 71.04 MB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/8. Feature Engineering - Screens.vtt | 10.33 KB |
| 4. Directing Customers to Subscription Through App Behavior Analysis/9. Data Pre-Processing.mp4 | 60.65 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 | 2.51 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/10. Model Building.mp4 | 51.26 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/10. Model Building.vtt | 9.48 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/11. K-Fold Cross Validation.mp4 | 31.69 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/11. K-Fold Cross Validation.vtt | 5.24 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 | 8.69 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/13. Model Conclusion.mp4 | 38.42 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/13. Model Conclusion.vtt | 5.25 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/14. Final Remarks.mp4 | 24.29 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 | 77.48 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/2. Data.vtt | 9.79 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/3. Data Cleaning.mp4 | 32.56 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/3. Data Cleaning.vtt | 5.69 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/4. Features Histograms.mp4 | 50.24 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/4. Features Histograms.vtt | 10.75 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/5. Pie Chart Distributions.mp4 | 70.58 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/5. Pie Chart Distributions.vtt | 10.65 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/6. Correlation Plot.mp4 | 48.74 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/6. Correlation Plot.vtt | 9.36 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 | 11.73 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/8. One-Hot Encoding.mp4 | 42.89 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/8. One-Hot Encoding.vtt | 6.52 KB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/9. Feature Scaling & Balancing.mp4 | 79.72 MB |
| 5. Minimizing Churn Rate Through Analysis of Financial Habits/9. Feature Scaling & Balancing.vtt | 10.94 KB |
| 6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/1. Introduction.mp4 | 75.13 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 | 93.45 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 | 74.43 MB |
| 6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/11. Grid Search Part 1.vtt | 13.99 KB |
| 6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/12. Grid Search Part 2.mp4 | 98.07 MB |
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