[FreeCourseSite com] Udemy - Machine Learning with Javascript
File List
| File | Size |
|---|---|
| 0. Websites you may like/[CourseClub.ME].url | 122 B |
| 0. Websites you may like/[FCS Forum].url | 133 B |
| 0. Websites you may like/[FreeCourseSite.com].url | 127 B |
| 1. What is Machine Learning/1. Getting Started - How to Get Help.mp4 | 8.36 MB |
| 1. What is Machine Learning/1. Getting Started - How to Get Help.srt | 1.73 KB |
| 1. What is Machine Learning/2. Solving Machine Learning Problems.mp4 | 62.77 MB |
| 1. What is Machine Learning/2. Solving Machine Learning Problems.srt | 9.25 KB |
| 1. What is Machine Learning/3. A Complete Walkthrough.mp4 | 109.13 MB |
| 1. What is Machine Learning/3. A Complete Walkthrough.srt | 15.18 KB |
| 1. What is Machine Learning/4. App Setup.mp4 | 19.27 MB |
| 1. What is Machine Learning/4. App Setup.srt | 3.44 KB |
| 1. What is Machine Learning/5. Problem Outline.mp4 | 31.22 MB |
| 1. What is Machine Learning/5. Problem Outline.srt | 4.88 KB |
| 1. What is Machine Learning/6. Identifying Relevant Data.mp4 | 33.91 MB |
| 1. What is Machine Learning/6. Identifying Relevant Data.srt | 6.68 KB |
| 1. What is Machine Learning/7. Dataset Structures.mp4 | 48.24 MB |
| 1. What is Machine Learning/7. Dataset Structures.srt | 9.22 KB |
| 1. What is Machine Learning/8. Recording Observation Data.mp4 | 32.75 MB |
| 1. What is Machine Learning/8. Recording Observation Data.srt | 6.06 KB |
| 1. What is Machine Learning/9. What Type of Problem.mp4 | 47.03 MB |
| 1. What is Machine Learning/9. What Type of Problem.srt | 7.63 KB |
| 10. Natural Binary Classification/1. Introducing Logistic Regression.mp4 | 23.44 MB |
| 10. Natural Binary Classification/1. Introducing Logistic Regression.srt | 3.91 KB |
| 10. Natural Binary Classification/10. Encoding Label Values.mp4 | 48.58 MB |
| 10. Natural Binary Classification/10. Encoding Label Values.srt | 6.88 KB |
| 10. Natural Binary Classification/11. Updating Linear Regression for Logistic Regression.mp4 | 70.29 MB |
| 10. Natural Binary Classification/11. Updating Linear Regression for Logistic Regression.srt | 11.09 KB |
| 10. Natural Binary Classification/12. The Sigmoid Equation with Logistic Regression.mp4 | 32.77 MB |
| 10. Natural Binary Classification/12. The Sigmoid Equation with Logistic Regression.srt | 6.78 KB |
| 10. Natural Binary Classification/13. A Touch More Refactoring.mp4 | 87.42 MB |
| 10. Natural Binary Classification/13. A Touch More Refactoring.srt | 11.82 KB |
| 10. Natural Binary Classification/14. Gauging Classification Accuracy.mp4 | 36.7 MB |
| 10. Natural Binary Classification/14. Gauging Classification Accuracy.srt | 5.42 KB |
| 10. Natural Binary Classification/15. Implementing a Test Function.mp4 | 54.71 MB |
| 10. Natural Binary Classification/15. Implementing a Test Function.srt | 8.56 KB |
| 10. Natural Binary Classification/16. Variable Decision Boundaries.mp4 | 68.31 MB |
| 10. Natural Binary Classification/16. Variable Decision Boundaries.srt | 11.4 KB |
| 10. Natural Binary Classification/17. Mean Squared Error vs Cross Entropy.mp4 | 60.2 MB |
| 10. Natural Binary Classification/17. Mean Squared Error vs Cross Entropy.srt | 8.89 KB |
| 10. Natural Binary Classification/18. Refactoring with Cross Entropy.mp4 | 49.45 MB |
| 10. Natural Binary Classification/18. Refactoring with Cross Entropy.srt | 8.17 KB |
| 10. Natural Binary Classification/19. Finishing the Cost Refactor.mp4 | 49.09 MB |
| 10. Natural Binary Classification/19. Finishing the Cost Refactor.srt | 6.86 KB |
| 10. Natural Binary Classification/2. Logistic Regression in Action.mp4 | 61.07 MB |
| 10. Natural Binary Classification/2. Logistic Regression in Action.srt | 10.85 KB |
| 10. Natural Binary Classification/20. Plotting Changing Cost History.mp4 | 42.95 MB |
| 10. Natural Binary Classification/20. Plotting Changing Cost History.srt | 5.68 KB |
| 10. Natural Binary Classification/3. Bad Equation Fits.mp4 | 55.39 MB |
| 10. Natural Binary Classification/3. Bad Equation Fits.srt | 8.64 KB |
| 10. Natural Binary Classification/4. The Sigmoid Equation.mp4 | 45.44 MB |
| 10. Natural Binary Classification/4. The Sigmoid Equation.srt | 7.25 KB |
| 10. Natural Binary Classification/5. Decision Boundaries.mp4 | 79.18 MB |
| 10. Natural Binary Classification/5. Decision Boundaries.srt | 11.93 KB |
| 10. Natural Binary Classification/6. Changes for Logistic Regression.mp4 | 12.49 MB |
| 10. Natural Binary Classification/6. Changes for Logistic Regression.srt | 1.97 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 | 9.25 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 | 38.95 MB |
| 10. Natural Binary Classification/9. Importing Vehicle Data.srt | 6.67 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 | 62.75 MB |
| 11. Multi-Value Classification/10. Sigmoid vs Softmax.srt | 9.83 KB |
| 11. Multi-Value Classification/11. Refactoring Sigmoid to Softmax.mp4 | 48.87 MB |
| 11. Multi-Value Classification/11. Refactoring Sigmoid to Softmax.srt | 7.51 KB |
| 11. Multi-Value Classification/12. Implementing Accuracy Gauges.mp4 | 28.71 MB |
| 11. Multi-Value Classification/12. Implementing Accuracy Gauges.srt | 4.27 KB |
| 11. Multi-Value Classification/13. Calculating Accuracy.mp4 | 31.3 MB |
| 11. Multi-Value Classification/13. Calculating Accuracy.srt | 5.11 KB |
| 11. Multi-Value Classification/2. A Smart Refactor to Multinominal Analysis.mp4 | 49.97 MB |
| 11. Multi-Value Classification/2. A Smart Refactor to Multinominal Analysis.srt | 8.24 KB |
| 11. Multi-Value Classification/3. A Smarter Refactor!.mp4 | 38.29 MB |
| 11. Multi-Value Classification/3. A Smarter Refactor!.srt | 5.92 KB |
| 11. Multi-Value Classification/4. A Single Instance Approach.mp4 | 103.55 MB |
| 11. Multi-Value Classification/4. A Single Instance Approach.srt | 15.32 KB |
| 11. Multi-Value Classification/5. Refactoring to Multi-Column Weights.mp4 | 48.49 MB |
| 11. Multi-Value Classification/5. Refactoring to Multi-Column Weights.srt | 7.66 KB |
| 11. Multi-Value Classification/6. A Problem to Test Multinominal Classification.mp4 | 48.45 MB |
| 11. Multi-Value Classification/6. A Problem to Test Multinominal Classification.srt | 7.17 KB |
| 11. Multi-Value Classification/7. Classifying Continuous Values.mp4 | 44.55 MB |
| 11. Multi-Value Classification/7. Classifying Continuous Values.srt | 7.02 KB |
| 11. Multi-Value Classification/8. Training a Multinominal Model.mp4 | 66.08 MB |
| 11. Multi-Value Classification/8. Training a Multinominal Model.srt | 9.84 KB |
| 11. Multi-Value Classification/9. Marginal vs Conditional Probability.mp4 | 95.18 MB |
| 11. Multi-Value Classification/9. Marginal vs Conditional Probability.srt | 16.03 KB |
| 12. Image Recognition In Action/1. Handwriting Recognition.mp4 | 24.69 MB |
| 12. Image Recognition In Action/1. Handwriting Recognition.srt | 3.57 KB |
| 12. Image Recognition In Action/10. Backfilling Variance.mp4 | 25.72 MB |
| 12. Image Recognition In Action/10. Backfilling Variance.srt | 4.1 KB |
| 12. Image Recognition In Action/2. Greyscale Values.mp4 | 55.34 MB |
| 12. Image Recognition In Action/2. Greyscale Values.srt | 7.95 KB |
| 12. Image Recognition In Action/3. Many Features.mp4 | 44.76 MB |
| 12. Image Recognition In Action/3. Many Features.srt | 5.34 KB |
| 12. Image Recognition In Action/4. Flattening Image Data.mp4 | 57.76 MB |
| 12. Image Recognition In Action/4. Flattening Image Data.srt | 8.84 KB |
| 12. Image Recognition In Action/5. Encoding Label Values.mp4 | 62 MB |
| 12. Image Recognition In Action/5. Encoding Label Values.srt | 8.47 KB |
| 12. Image Recognition In Action/6. Implementing an Accuracy Gauge.mp4 | 79.94 MB |
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