Name                                                                         Last modified      Size  
 Parent Directory                                                                                  -   
 1. Section Introduction.mp4                                                  2025-07-25 14:21   10M  
 1. Section Introduction.srt                                                  2025-07-25 14:21  3.3K  
 10. Privacy-preserving Machine Learning Techniques.mp4                       2025-07-25 14:21   24M  
 10. Privacy-preserving Machine Learning Techniques.srt                       2025-07-25 14:21  8.9K  
 10.1 08-05-lessonarticle.pdf                                                 2025-07-25 14:21   14K  
 11. Case Study Balancing Privacy and Utility.mp4                             2025-07-25 14:21   32M  
 11. Case Study Balancing Privacy and Utility.srt                             2025-07-25 14:21   12K  
 12. Repeatability Assessments and Model Fact Sheets.mp4                      2025-07-25 14:21   22M  
 12. Repeatability Assessments and Model Fact Sheets.srt                      2025-07-25 14:21  8.3K  
 12.1 08-06-lessonarticle.pdf                                                 2025-07-25 14:21   14K  
 13. Case Study Ensuring AI Model Reliability and Transparency.mp4            2025-07-25 14:21   27M  
 13. Case Study Ensuring AI Model Reliability and Transparency.srt            2025-07-25 14:21   11K  
 14. Conducting Algorithm Impact Assessments.mp4                              2025-07-25 14:21   25M  
 14. Conducting Algorithm Impact Assessments.srt                              2025-07-25 14:21  9.7K  
 14.1 08-07-lessonarticle.pdf                                                 2025-07-25 14:21   14K  
 15. Case Study Ensuring Fairness and Accountability.mp4                      2025-07-25 14:21   23M  
 15. Case Study Ensuring Fairness and Accountability.srt                      2025-07-25 14:21  9.4K  
 16. Section Summary.mp4                                                      2025-07-25 14:21  7.7M  
 16. Section Summary.srt                                                      2025-07-25 14:21  2.8K  
 2. Feature Engineering for AI Models.mp4                                     2025-07-25 14:21   24M  
 2.1 08-01-lessonarticle.pdf                                                  2025-07-25 14:21   14K  
 2. Feature Engineering for AI Models.srt                                     2025-07-25 14:21  9.8K  
 3. Case Study Enhancing Predictive Health Analytics.mp4                      2025-07-25 14:21   26M  
 3. Case Study Enhancing Predictive Health Analytics.srt                      2025-07-25 14:21   11K  
 4. Model Training Techniques and Best Practices.mp4                          2025-07-25 14:21   26M  
 4.1 08-02-lessonarticle.pdf                                                  2025-07-25 14:21   16K  
 4. Model Training Techniques and Best Practices.srt                          2025-07-25 14:21   10K  
 5. Case Study Optimizing AI for Rare Disease Detection.mp4                   2025-07-25 14:21   32M  
 5. Case Study Optimizing AI for Rare Disease Detection.srt                   2025-07-25 14:21   13K  
 6. Model Testing and Validation Processes.mp4                                2025-07-25 14:21   28M  
 6. Model Testing and Validation Processes.srt                                2025-07-25 14:21   11K  
 6.1 08-03-lessonarticle.pdf                                                  2025-07-25 14:21   16K  
 7. Case Study Rigorous Testing and Ethical Considerations.mp4                2025-07-25 14:21   28M  
 7. Case Study Rigorous Testing and Ethical Considerations.srt                2025-07-25 14:21   11K  
 8. Testing AI Models with Edge Cases and Adversarial Inputs.mp4              2025-07-25 14:21   27M  
 8. Testing AI Models with Edge Cases and Adversarial Inputs.srt              2025-07-25 14:21   11K  
 8.1 08-04-lessonarticle.pdf                                                  2025-07-25 14:21   16K  
 9. Case Study Ensuring Robustness and Reliability in Autonomous Drone AI.mp4 2025-07-25 14:21   22M  
 9. Case Study Ensuring Robustness and Reliability in Autonomous Drone AI.srt 2025-07-25 14:21  8.4K  

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