Filename Size 1. Introduction/1. Introduction.mp4 40.5 MB 1. Introduction/1. Introduction.vtt 3.2 KB 10. MNIST Image Recognition/1. Overview.mp4 10.8 MB 10. MNIST Image Recognition/1. Overview.vtt 971 B 10. MNIST Image Recognition/10. Section 10 - Outro.mp4 5.9 MB 10. MNIST Image Recognition/10. Section 10 - Outro.vtt 523 B 10. MNIST Image Recognition/2. MNIST Dataset.mp4 71 MB 10. MNIST Image Recognition/2. MNIST Dataset.vtt 5.7 KB 10. MNIST Image Recognition/3. Train & Test.mp4 132 MB 10. MNIST Image Recognition/3. Train & Test.vtt 14.3 KB 10. MNIST Image Recognition/4. Hyperparameters.mp4 81.2 MB 10. MNIST Image Recognition/4. Hyperparameters.vtt 7.4 KB 10. MNIST Image Recognition/5. Implementation Part 1.mp4 194 MB 10. MNIST Image Recognition/5. Implementation Part 1.vtt 34.5 KB 10. MNIST Image Recognition/6. Implementation Part 2.mp4 155.9 MB 10. MNIST Image Recognition/6. Implementation Part 2.vtt 21.4 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.vtt 11 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.vtt 943 B 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.vtt 418 B 11. Convolutional Neural Networks/2. Convolutions & MNIST.mp4 90 MB 11. Convolutional Neural Networks/2. Convolutions & MNIST.vtt 7.1 KB 11. Convolutional Neural Networks/3. Convolutional Layer.mp4 229.8 MB 11. Convolutional Neural Networks/3. Convolutional Layer.vtt 20 KB 11. Convolutional Neural Networks/4. Convolutions II.mp4 79.8 MB 11. Convolutional Neural Networks/4. Convolutions II.vtt 8.6 KB 11. Convolutional Neural Networks/5. Pooling.mp4 161.9 MB 11. Convolutional Neural Networks/5. Pooling.vtt 16 KB 11. Convolutional Neural Networks/6. Fully Connected Layer.mp4 77.9 MB 11. Convolutional Neural Networks/6. Fully Connected Layer.vtt 7.1 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.vtt 32.4 KB 11. Convolutional Neural Networks/9. Code Implementation II.mp4 213.4 MB 11. Convolutional Neural Networks/9. Code Implementation II.vtt 26.4 KB 12. Traffic Sign Classification/1. Overview.mp4 14.5 MB 12. Traffic Sign Classification/1. Overview.vtt 1.3 KB 12. Traffic Sign Classification/10. Section 12 - Outro.mp4 9.9 MB 12. Traffic Sign Classification/10. Section 12 - Outro.vtt 906 B 12. Traffic Sign Classification/2. Traffic Signs Starter Code.html 1.5 KB 12. Traffic Sign Classification/3. Preprocessing Images.mp4 330.4 MB 12. Traffic Sign Classification/3. Preprocessing Images.vtt 43.1 KB 12. 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Final Source Code.html 806 B 13. Polynomial Regression/4. Section 13 - Conclusion.mp4 5.2 MB 13. Polynomial Regression/4. Section 13 - Conclusion.vtt 499 B 14. Behavioural Cloning/1. Overview.mp4 50.2 MB 14. Behavioural Cloning/1. Overview.vtt 3.5 KB 14. Behavioural Cloning/10. Self Driving Car - Test 1.mp4 166 MB 14. Behavioural Cloning/10. Self Driving Car - Test 1.vtt 14.3 KB 14. Behavioural Cloning/11. Generator - Augmentation Techniques.mp4 380.9 MB 14. Behavioural Cloning/11. Generator - Augmentation Techniques.vtt 33.3 KB 14. Behavioural Cloning/12. Batch Generator.mp4 95.1 MB 14. Behavioural Cloning/12. Batch Generator.vtt 10.9 KB 14. Behavioural Cloning/13. Fit Generator.mp4 248.4 MB 14. Behavioural Cloning/13. Fit Generator.vtt 18.5 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.vtt 1.3 KB 14. Behavioural Cloning/2. Collecting Data.mp4 282.4 MB 14. Behavioural Cloning/2. 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Final Codes & Outputs/12. Simulation Output Results - Training Track.mp4 107.6 MB 15. Final Codes & Outputs/12. Simulation Output Results - Training Track.vtt 8 B 15. Final Codes & Outputs/13. Simulation Output Results - Test Track.mp4 150.5 MB