Applied Deep Learning The Complete Self-Driving Car Course/1. Introduction/1. Introduction.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/1. Overview.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/10. Section 10 - Outro.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/10. Section 10 - Outro.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/2. MNIST Dataset.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/2. MNIST Dataset.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/3. Train & Test.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/3. Train & Test.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/4. Hyperparameters.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/4. Hyperparameters.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/5. Implementation Part 1.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/5. Implementation Part 1.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/6. Implementation Part 2.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/6. Implementation Part 2.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/7. Resource for upcoming video.html |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/8. Implementation Part 3.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/10. MNIST Image Recognition/8. Implementation Part 3.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/1. Overview.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/10. Final Source Code.html |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/11. Section 11 - Conclusion.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/11. Section 11 - Conclusion.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/2. Convolutions & MNIST.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/2. Convolutions & MNIST.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/3. Convolutional Layer.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/3. Convolutional Layer.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/4. Convolutions II.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/4. Convolutions II.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/5. Pooling.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/5. Pooling.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/6. Fully Connected Layer.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/6. Fully Connected Layer.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/7. Starter Code.html |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/8. Code Implementation I.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/8. Code Implementation I.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/9. Code Implementation II.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/11. Convolutional Neural Networks/9. Code Implementation II.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/12. Traffic Sign Classification/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/12. Traffic Sign Classification/10. Section 12 - Outro.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/12. Traffic Sign Classification/2. Traffic Signs Starter Code.html |
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Applied Deep Learning The Complete Self-Driving Car Course/12. Traffic Sign Classification/3. Preprocessing Images.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/12. Traffic Sign Classification/3. Preprocessing Images.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/12. Traffic Sign Classification/3.1 Traffic Signs Starter Project.ipynb.zip/Traffic Signs Starter Project.ipynb |
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Applied Deep Learning The Complete Self-Driving Car Course/12. Traffic Sign Classification/4. leNet Implementation.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/12. Traffic Sign Classification/5. Fine-tuning Model.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/12. Traffic Sign Classification/8. Fit Generator.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/13. Polynomial Regression/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/13. Polynomial Regression/2. Implementation.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/13. Polynomial Regression/4. Section 13 - Conclusion.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/14. Behavioural Cloning/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/14. Behavioural Cloning/10. Self Driving Car - Test 1.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/14. Behavioural Cloning/12. Batch Generator.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/14. Behavioural Cloning/15. Outro.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/14. Behavioural Cloning/3. Downloading Data.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/14. Behavioural Cloning/4. Balancing Data.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/14. Behavioural Cloning/5. Training & Validation Split.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/14. Behavioural Cloning/5. Training & Validation Split.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/14. Behavioural Cloning/8. Drive.py code.html |
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Applied Deep Learning The Complete Self-Driving Car Course/15. Final Codes & Outputs/12. Simulation Output Results - Training Track.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/15. Final Codes & Outputs/13. Simulation Output Results - Test Track.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/15. Final Codes & Outputs/7. Code 6 - MNIST Image Recognition.html |
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Applied Deep Learning The Complete Self-Driving Car Course/15. Final Codes & Outputs/9. Code 8 - Traffic Sign Classification.html |
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Applied Deep Learning The Complete Self-Driving Car Course/2. Installation/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/2. Installation/2. Anaconda Distribution.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/1. Python Crash Course Part 1 - Data Types.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/10. Membership Operators.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/11. Mutability.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/13. Common Functions & Methods.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/14. Tuples.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/16. Dictionaries.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/17. Compound Data Structures.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/19. Part 2 - Control Flow.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/2. Arithmetic Operations.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/20. If, else.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/23. For Loops.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/23. For Loops.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/24. For Loops II.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/25. While Loops.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/25. While Loops.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/26. Break.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/28. Part 3 - Functions.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/29. Functions.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/32. Lambda & Higher Order Functions.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/4. Numeric Data Types.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/6. Booleans.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/3. Python Crash Course (Optional)/8. Lists.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/4. NumPy Crash Course (Optional)/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/2. Loading Images.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/2. Loading Images.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/2.1 test_image.jpg.jpg |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/3. Grayscale.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/3. Grayscale.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/4. Gaussian Blur.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/4. Gaussian Blur.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/5. Canny Edge Detection.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/5. Canny Edge Detection.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/6. Region of Interest.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/6. Region of Interest.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/7. Binary Numbers & Bitwise_and.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/7. Binary Numbers & Bitwise_and.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/8. Hough Transform.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/8. Hough Transform.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/9. Hough Transform II.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/5. Computer Vision Finding Lane-Lines/9. Hough Transform II.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/1. Overview.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/10. Error Function.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/10. Error Function.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/11. Sigmoid.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/11. Sigmoid.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/12. Sigmoid Implementation (Code).mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/12. Sigmoid Implementation (Code).vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/13. Source code.html |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/14. Cross Entropy.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/14. Cross Entropy.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/15. Cross Entropy (Code).mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/15. Cross Entropy (Code).vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/16. Source Code.html |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/17. Gradient Descent.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/17. Gradient Descent.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/18. Gradient Descent (Code).mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/18. Gradient Descent (Code).vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/19. Recap.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/19. Recap.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/2. Machine Learning.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/2. Machine Learning.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/20. Source Code.html |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/21. Part 6 - Conclusion.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/21. Part 6 - Conclusion.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/3. Linear Regression.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/3. Linear Regression.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/4. Classification.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/4. Classification.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/5. Linear Model.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/5. Linear Model.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/6. Perceptrons.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/6. Perceptrons.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/7. Weights.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/7. Weights.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/8. Project - Initial Stages.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/8. Project - Initial Stages.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/8.1 Initial Stages.ipynb/Initial Stages.ipynb |
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Applied Deep Learning The Complete Self-Driving Car Course/6. Intro to Neural Networks/9. Sample Code for Initial Stages.html |
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Applied Deep Learning The Complete Self-Driving Car Course/7. Keras/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/7. Keras/1. Overview.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/7. Keras/2. Intro to Keras.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/7. Keras/3. Starter Code.html |
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Applied Deep Learning The Complete Self-Driving Car Course/7. Keras/4. Keras Models.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/7. Keras/5. Keras - Predictions.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/7. Keras/5. Keras - Predictions.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/7. Keras/7. Part 7 - Outro.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/7. Keras/7. Part 7 - Outro.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/1. Overview.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/2. Non-Linear Boundaries.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/2. Non-Linear Boundaries.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/3. Architecture.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/3. Architecture.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/4. Feedforward Process.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/4. Feedforward Process.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/5. Error Function.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/5. Error Function.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/6. Backpropagation.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/6. Backpropagation.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/7. Code Implementation.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/7. Code Implementation.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/9. Section 8 - Conclusion.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/8. Deep Neural Networks/9. Section 8 - Conclusion.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/1. Overview.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/1. Overview.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/2. Softmax.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/2. Softmax.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/3. Cross Entropy.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/3. Cross Entropy.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/4. Implementation.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/4. Implementation.vtt |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/5. Source Code.html |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/6. Section 9 - Outro.mp4 |
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Applied Deep Learning The Complete Self-Driving Car Course/9. Multiclass Classification/6. Section 9 - Outro.vtt |
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