Filename Size 1. What is Machine Learning/1. Getting Started - How to Get Help.mp4 8.4 MB 1. What is Machine Learning/1. Getting Started - How to Get Help.srt 1.7 KB 1. What is Machine Learning/2. Solving Machine Learning Problems.mp4 62.8 MB 1. What is Machine Learning/2. Solving Machine Learning Problems.srt 9.3 KB 1. What is Machine Learning/3. A Complete Walkthrough.mp4 109.1 MB 1. What is Machine Learning/3. A Complete Walkthrough.srt 15.2 KB 1. What is Machine Learning/4. App Setup.mp4 19.3 MB 1. What is Machine Learning/4. App Setup.srt 3.4 KB 1. What is Machine Learning/5. Problem Outline.mp4 31.2 MB 1. What is Machine Learning/5. Problem Outline.srt 4.9 KB 1. What is Machine Learning/6. Identifying Relevant Data.mp4 33.9 MB 1. What is Machine Learning/6. Identifying Relevant Data.srt 6.7 KB 1. What is Machine Learning/7. Dataset Structures.mp4 48.2 MB 1. What is Machine Learning/7. Dataset Structures.srt 9.2 KB 1. What is Machine Learning/8. Recording Observation Data.mp4 32.7 MB 1. What is Machine Learning/8. Recording Observation Data.srt 6.1 KB 1. What is Machine Learning/9. What Type of Problem.mp4 47 MB 1. What is Machine Learning/9. What Type of Problem.srt 7.6 KB 10. Natural Binary Classification/1. Introducing Logistic Regression.mp4 23.4 MB 10. Natural Binary Classification/1. Introducing Logistic Regression.srt 3.9 KB 10. Natural Binary Classification/10. Encoding Label Values.mp4 48.6 MB 10. Natural Binary Classification/10. Encoding Label Values.srt 6.9 KB 10. Natural Binary Classification/11. Updating Linear Regression for Logistic Regression.mp4 70.3 MB 10. Natural Binary Classification/11. Updating Linear Regression for Logistic Regression.srt 11.1 KB 10. Natural Binary Classification/12. The Sigmoid Equation with Logistic Regression.mp4 32.8 MB 10. Natural Binary Classification/12. The Sigmoid Equation with Logistic Regression.srt 6.8 KB 10. Natural Binary Classification/13. 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Changes for Logistic Regression.srt 2 KB 10. Natural Binary Classification/7. Project Setup for Logistic Regression.mp4 59.4 MB 10. Natural Binary Classification/7. Project Setup for Logistic Regression.srt 9.3 KB 10. Natural Binary Classification/8. Project Download.html 215 B 10. Natural Binary Classification/8.1 regressions.zip.zip 34.3 KB 10. Natural Binary Classification/9. Importing Vehicle Data.mp4 39 MB 10. Natural Binary Classification/9. Importing Vehicle Data.srt 6.7 KB 11. Multi-Value Classification/1. Multinominal Logistic Regression.mp4 25 MB 11. Multi-Value Classification/1. Multinominal Logistic Regression.srt 3.6 KB 11. Multi-Value Classification/10. Sigmoid vs Softmax.mp4 62.8 MB 11. Multi-Value Classification/10. Sigmoid vs Softmax.srt 9.8 KB 11. Multi-Value Classification/11. Refactoring Sigmoid to Softmax.mp4 48.9 MB 11. Multi-Value Classification/11. Refactoring Sigmoid to Softmax.srt 7.5 KB 11. Multi-Value Classification/12. 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A Problem to Test Multinominal Classification.srt 7.2 KB 11. Multi-Value Classification/7. Classifying Continuous Values.mp4 44.6 MB 11. Multi-Value Classification/7. Classifying Continuous Values.srt 7 KB 11. Multi-Value Classification/8. Training a Multinominal Model.mp4 66.1 MB 11. Multi-Value Classification/8. Training a Multinominal Model.srt 9.8 KB 11. Multi-Value Classification/9. Marginal vs Conditional Probability.mp4 95.2 MB 11. Multi-Value Classification/9. Marginal vs Conditional Probability.srt 16 KB 12. Image Recognition In Action/1. Handwriting Recognition.mp4 24.7 MB 12. Image Recognition In Action/1. Handwriting Recognition.srt 3.6 KB 12. Image Recognition In Action/10. Backfilling Variance.mp4 25.7 MB 12. Image Recognition In Action/10. Backfilling Variance.srt 4.1 KB 12. Image Recognition In Action/2. Greyscale Values.mp4 55.3 MB 12. Image Recognition In Action/2. Greyscale Values.srt 8 KB 12. Image Recognition In Action/3. Many Features.mp4 44.8 MB 12. 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