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