Applied Deep Learning The Complete Self-Driving Car Course

• Applied Deep Learning The Complete Self-Driving Car Course
• 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. Traffic Sign Classification/3.1 Traffic Signs Starter Project.ipynb.zip/Traffic Signs Starter Project.ipynb 1.5 KB
• 12. Traffic Sign Classification/4. leNet Implementation.mp4 129.4 MB
• 12. Traffic Sign Classification/4. leNet Implementation.vtt 20.3 KB
• 12. Traffic Sign Classification/5. Fine-tuning Model.mp4 117 MB
• 12. Traffic Sign Classification/5. Fine-tuning Model.vtt 15.3 KB
• 12. Traffic Sign Classification/6. Resources Needed for Testing.html 2.1 KB
• 12. Traffic Sign Classification/7. Testing.mp4 63.1 MB
• 12. Traffic Sign Classification/7. Testing.vtt 6.5 KB
• 12. Traffic Sign Classification/8. Fit Generator.mp4 159.8 MB
• 12. Traffic Sign Classification/8. Fit Generator.vtt 22.9 KB
• 12. Traffic Sign Classification/9. Final Source Code.html 7.3 KB
• 13. Polynomial Regression/1. Overview.mp4 7.5 MB
• 13. Polynomial Regression/1. Overview.vtt 639 B
• 13. Polynomial Regression/2. Implementation.mp4 128.9 MB
• 13. Polynomial Regression/2. Implementation.vtt 15.1 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.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. Collecting Data.vtt 18.7 KB
• 14. Behavioural Cloning/3. Downloading Data.mp4 130.6 MB
• 14. Behavioural Cloning/3. Downloading Data.vtt 16.5 KB
• 14. Behavioural Cloning/4. Balancing Data.mp4 74.7 MB
• 14. Behavioural Cloning/4. Balancing Data.vtt 11.4 KB
• 14. Behavioural Cloning/5. Training & Validation Split.mp4 65.7 MB
• 14. Behavioural Cloning/5. Training & Validation Split.vtt 10.6 KB
• 14. Behavioural Cloning/6. Preprocessing Images.mp4 161.7 MB
• 14. Behavioural Cloning/6. Preprocessing Images.vtt 17.8 KB
• 14. Behavioural Cloning/7. Defining Nvidia Model.mp4 198.5 MB
• 14. Behavioural Cloning/7. Defining Nvidia Model.vtt 26.3 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.vtt 16.2 KB
• 15. Final Codes & Outputs/1. Overview.html 328 B
• 15. Final Codes & Outputs/10. Code 9 - Polynomial Regression.html 862 B
• 15. Final Codes & Outputs/11. Code 10 - Behavioural Cloning.html 10.1 KB
• 15. 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

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