Filename | Size |
| 1. Introduction/1. Why This Course.mp4 | 25.9 MB |
| 1. Introduction/1. Why This Course.srt | 3.5 KB |
| 10. MNIST Image Recognition/1. Overview.mp4 | 10.8 MB |
| 10. MNIST Image Recognition/1. Overview.srt | 1 KB |
| 10. MNIST Image Recognition/10. Section 10 - Outro.mp4 | 6 MB |
| 10. MNIST Image Recognition/10. Section 10 - Outro.srt | 579 B |
| 10. MNIST Image Recognition/2. MNIST Dataset.mp4 | 71 MB |
| 10. MNIST Image Recognition/2. MNIST Dataset.srt | 6.4 KB |
| 10. MNIST Image Recognition/3. Train & Test.mp4 | 132 MB |
| 10. MNIST Image Recognition/3. Train & Test.srt | 16.2 KB |
| 10. MNIST Image Recognition/4. Hyperparameters.mp4 | 81.2 MB |
| 10. MNIST Image Recognition/4. Hyperparameters.srt | 8.3 KB |
| 10. MNIST Image Recognition/5. Implementation Part 1.mp4 | 194 MB |
| 10. MNIST Image Recognition/5. Implementation Part 1.srt | 39.4 KB |
| 10. MNIST Image Recognition/6. Implementation Part 2.mp4 | 155.9 MB |
| 10. MNIST Image Recognition/6. Implementation Part 2.srt | 24.4 KB |
| 10. MNIST Image Recognition/7. Resource for upcoming video.html | 240 B |
| 10. MNIST Image Recognition/8. Implementation Part 3.mp4 | 75.3 MB |
| 10. MNIST Image Recognition/8. Implementation Part 3.srt | 12.6 KB |
| 10. MNIST Image Recognition/9. Final Source Code.html | 3.7 KB |
| 11. Convolutional Neural Networks/1. Overview.mp4 | 9.6 MB |
| 11. Convolutional Neural Networks/1. Overview.srt | 1 KB |
| 11. Convolutional Neural Networks/10. Final Source Code.html | 5 KB |
| 11. Convolutional Neural Networks/11. Section 11 - Conclusion.mp4 | 4.8 MB |
| 11. Convolutional Neural Networks/11. Section 11 - Conclusion.srt | 474 B |
| 11. Convolutional Neural Networks/2. Convolutions & MNIST.mp4 | 90 MB |
| 11. Convolutional Neural Networks/2. Convolutions & MNIST.srt | 7.9 KB |
| 11. Convolutional Neural Networks/3. Convolutional Layer.mp4 | 229.8 MB |
| 11. Convolutional Neural Networks/3. Convolutional Layer.srt | 22.6 KB |
| 11. Convolutional Neural Networks/4. Convolutions II.mp4 | 79.8 MB |
| 11. Convolutional Neural Networks/4. Convolutions II.srt | 9.8 KB |
| 11. Convolutional Neural Networks/5. Pooling.mp4 | 161.9 MB |
| 11. Convolutional Neural Networks/5. Pooling.srt | 18.1 KB |
| 11. Convolutional Neural Networks/6. Fully Connected Layer.mp4 | 77.9 MB |
| 11. Convolutional Neural Networks/6. Fully Connected Layer.srt | 7.9 KB |
| 11. Convolutional Neural Networks/7. Starter Code.html | 6.4 KB |
| 11. Convolutional Neural Networks/8. Code Implementation I.mp4 | 254.5 MB |
| 11. Convolutional Neural Networks/8. Code Implementation I.srt | 37 KB |
| 11. Convolutional Neural Networks/9. Code Implementation II.mp4 | 213.4 MB |
| 11. Convolutional Neural Networks/9. Code Implementation II.srt | 30 KB |
| 12. Classifying Road Symbols/1. Overview.mp4 | 14.5 MB |
| 12. Classifying Road Symbols/1. Overview.srt | 1.4 KB |
| 12. Classifying Road Symbols/10. Section 12 - Outro.mp4 | 9.9 MB |
| 12. Classifying Road Symbols/10. Section 12 - Outro.srt | 1023 B |
| 12. Classifying Road Symbols/2. Traffic Signs Starter Code.html | 1.5 KB |
| 12. Classifying Road Symbols/3. Preprocessing Images.mp4 | 330.4 MB |
| 12. Classifying Road Symbols/3. Preprocessing Images.srt | 49.2 KB |
| 12. Classifying Road Symbols/3.1 Traffic Signs Starter Project.ipynb.zip.zip | 1.5 KB |
| 12. Classifying Road Symbols/4. leNet Implementation.mp4 | 129.4 MB |
| 12. Classifying Road Symbols/4. leNet Implementation.srt | 23.1 KB |
| 12. Classifying Road Symbols/5. Fine-tuning Model.mp4 | 117 MB |
| 12. Classifying Road Symbols/5. Fine-tuning Model.srt | 17.4 KB |
| 12. Classifying Road Symbols/6. Resources Needed for Testing.html | 2.1 KB |
| 12. Classifying Road Symbols/7. Testing.mp4 | 63.1 MB |
| 12. Classifying Road Symbols/7. Testing.srt | 7.4 KB |
| 12. Classifying Road Symbols/8. Fit Generator.mp4 | 159.8 MB |
| 12. Classifying Road Symbols/8. Fit Generator.srt | 26.3 KB |
| 12. Classifying Road Symbols/9. Final Source Code.html | 7.3 KB |
| 13. Polynomial Regression/1. Overview.mp4 | 7.5 MB |
| 13. Polynomial Regression/1. Overview.srt | 719 B |
| 13. Polynomial Regression/2. Implementation.mp4 | 128.9 MB |
| 13. Polynomial Regression/2. Implementation.srt | 17.1 KB |
| 13. Polynomial Regression/3. Final Source Code.html | 806 B |
| 13. Polynomial Regression/4. Section 13 - Conclusion.mp4 | 5.2 MB |
| 13. Polynomial Regression/4. Section 13 - Conclusion.srt | 555 B |
| 14. Behavioural Cloning/1. Overview.mp4 | 50.2 MB |
| 14. Behavioural Cloning/1. Overview.srt | 4 KB |
| 14. Behavioural Cloning/10. Self Driving Car - Test 1.mp4 | 166 MB |
| 14. Behavioural Cloning/10. Self Driving Car - Test 1.srt | 16.2 KB |
| 14. Behavioural Cloning/11. Generator - Augmentation Techniques.mp4 | 380.9 MB |
| 14. Behavioural Cloning/11. Generator - Augmentation Techniques.srt | 37.6 KB |
| 14. Behavioural Cloning/12. Batch Generator.mp4 | 95.1 MB |
| 14. Behavioural Cloning/12. Batch Generator.srt | 12.2 KB |
| 14. Behavioural Cloning/13. Fit Generator.mp4 | 248.4 MB |
| 14. Behavioural Cloning/13. Fit Generator.srt | 21.2 KB |
| 14. Behavioural Cloning/14. Final Source Code.html | 10.1 KB |
| 14. Behavioural Cloning/15. Outro.mp4 | 19.6 MB |
| 14. Behavioural Cloning/15. Outro.srt | 1.4 KB |
| 14. Behavioural Cloning/2. Collecting Data.mp4 | 282.4 MB |
| 14. Behavioural Cloning/2. Collecting Data.srt | 21.5 KB |
| 14. Behavioural Cloning/3. Downloading Data.mp4 | 130.6 MB |
| 14. Behavioural Cloning/3. Downloading Data.srt | 18.7 KB |
| 14. Behavioural Cloning/4. Balancing Data.mp4 | 74.7 MB |
| 14. Behavioural Cloning/4. Balancing Data.srt | 12.9 KB |
| 14. Behavioural Cloning/5. Training & Validation Split.mp4 | 65.7 MB |
| 14. Behavioural Cloning/5. Training & Validation Split.srt | 12 KB |
| 14. Behavioural Cloning/6. Preprocessing Images.mp4 | 161.7 MB |
| 14. Behavioural Cloning/6. Preprocessing Images.srt | 20 KB |
| 14. Behavioural Cloning/7. Defining Nvidia Model.mp4 | 198.5 MB |
| 14. Behavioural Cloning/7. Defining Nvidia Model.srt | 29.5 KB |
| 14. Behavioural Cloning/8. Drive.py code.html | 2 KB |
| 14. Behavioural Cloning/9. Flask & Socket.io.mp4 | 99.8 MB |
| 14. Behavioural Cloning/9. Flask & Socket.io.srt | 17.8 KB |
| 2. Installation/1. Overview.mp4 | 5.9 MB |
| 2. Installation/1. Overview.srt | 693 B |
| 2. Installation/2. Anaconda Distribution - Mac.mp4 | 25.2 MB |
| 2. Installation/2. Anaconda Distribution - Mac.srt | 3.3 KB |
| 2. Installation/3. Anaconda Distribution - Windows.mp4 | 25.3 MB |
| 2. Installation/3. Anaconda Distribution - Windows.srt | 3.5 KB |