Applied Deep Learning The Complete Self-Driving Car Course

Torrent Hash:
5C670C7F37214EBA0C5B0236BDAD5250F794DEFF
Number of Files:
313
Content Size:
9.49GB
Convert On:
2020-08-10
Magnet Link:
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File Name
Size
1. Introduction/1. Introduction.mp4
40.47MB
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1. Introduction/1. Introduction.vtt
3.23KB
10. MNIST Image Recognition/1. Overview.mp4
10.82MB
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10. MNIST Image Recognition/1. Overview.vtt
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10. MNIST Image Recognition/10. Section 10 - Outro.mp4
5.95MB
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10. MNIST Image Recognition/10. Section 10 - Outro.vtt
523B
10. MNIST Image Recognition/2. MNIST Dataset.mp4
70.95MB
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10. MNIST Image Recognition/2. MNIST Dataset.vtt
5.67KB
10. MNIST Image Recognition/3. Train & Test.mp4
132.03MB
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10. MNIST Image Recognition/3. Train & Test.vtt
14.27KB
10. MNIST Image Recognition/4. Hyperparameters.mp4
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10. MNIST Image Recognition/4. Hyperparameters.vtt
7.36KB
10. MNIST Image Recognition/5. Implementation Part 1.mp4
194.01MB
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10. MNIST Image Recognition/5. Implementation Part 1.vtt
34.49KB
10. MNIST Image Recognition/6. Implementation Part 2.mp4
155.89MB
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10. MNIST Image Recognition/6. Implementation Part 2.vtt
21.39KB
10. MNIST Image Recognition/7. Resource for upcoming video.html
240B
10. MNIST Image Recognition/8. Implementation Part 3.mp4
75.32MB
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10. MNIST Image Recognition/8. Implementation Part 3.vtt
11.03KB
10. MNIST Image Recognition/9. Final Source Code.html
3.69KB
11. Convolutional Neural Networks/1. Overview.mp4
9.62MB
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11. Convolutional Neural Networks/1. Overview.vtt
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11. Convolutional Neural Networks/10. Final Source Code.html
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11. Convolutional Neural Networks/11. Section 11 - Conclusion.mp4
4.76MB
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11. Convolutional Neural Networks/11. Section 11 - Conclusion.vtt
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11. Convolutional Neural Networks/2. Convolutions & MNIST.mp4
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11. Convolutional Neural Networks/2. Convolutions & MNIST.vtt
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11. Convolutional Neural Networks/3. Convolutional Layer.mp4
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11. Convolutional Neural Networks/3. Convolutional Layer.vtt
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11. Convolutional Neural Networks/4. Convolutions II.mp4
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11. Convolutional Neural Networks/4. Convolutions II.vtt
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11. Convolutional Neural Networks/5. Pooling.mp4
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11. Convolutional Neural Networks/5. Pooling.vtt
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11. Convolutional Neural Networks/6. Fully Connected Layer.mp4
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11. Convolutional Neural Networks/6. Fully Connected Layer.vtt
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11. Convolutional Neural Networks/7. Starter Code.html
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11. Convolutional Neural Networks/8. Code Implementation I.mp4
254.52MB
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32.35KB
11. Convolutional Neural Networks/9. Code Implementation II.mp4
213.41MB
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12. Traffic Sign Classification/1. Overview.mp4
14.48MB
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1.48KB
12. Traffic Sign Classification/3. Preprocessing Images.mp4
330.4MB
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43.06KB
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1.52KB
12. Traffic Sign Classification/4. leNet Implementation.mp4
129.38MB
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20.33KB
12. Traffic Sign Classification/5. Fine-tuning Model.mp4
117.04MB
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15.33KB
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2.11KB
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63.14MB
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6.45KB
12. Traffic Sign Classification/8. Fit Generator.mp4
159.83MB
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22.95KB
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7.28KB
13. Polynomial Regression/1. Overview.mp4
7.54MB
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128.85MB
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15.1KB
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5.18MB
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14. Behavioural Cloning/1. Overview.mp4
50.21MB
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3.53KB
14. Behavioural Cloning/10. Self Driving Car - Test 1.mp4
165.96MB
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14.31KB
14. Behavioural Cloning/11. Generator - Augmentation Techniques.mp4
380.88MB
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33.28KB
14. Behavioural Cloning/12. Batch Generator.mp4
95.1MB
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10.86KB
14. Behavioural Cloning/13. Fit Generator.mp4
248.4MB
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18.54KB
14. Behavioural Cloning/14. Final Source Code.html
10.14KB
14. Behavioural Cloning/15. Outro.mp4
19.57MB
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14. Behavioural Cloning/15. Outro.vtt
1.27KB
14. Behavioural Cloning/2. Collecting Data.mp4
282.4MB
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18.75KB
14. Behavioural Cloning/3. Downloading Data.mp4
130.61MB
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16.5KB
14. Behavioural Cloning/4. Balancing Data.mp4
74.71MB
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11.4KB
14. Behavioural Cloning/5. Training & Validation Split.mp4
65.73MB
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10.59KB
14. Behavioural Cloning/6. Preprocessing Images.mp4
161.74MB
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17.78KB
14. Behavioural Cloning/7. Defining Nvidia Model.mp4
198.54MB
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26.34KB
14. Behavioural Cloning/8. Drive.py code.html
2.02KB
14. Behavioural Cloning/9. Flask & Socket.io.mp4
99.76MB
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16.19KB
15. Final Codes & Outputs/1. Overview.html
328B
15. Final Codes & Outputs/10. Code 9 - Polynomial Regression.html
862B
15. Final Codes & Outputs/11. Code 10 - Behavioural Cloning.html
10.14KB
15. Final Codes & Outputs/12. Simulation Output Results - Training Track.mp4
107.62MB
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15. Final Codes & Outputs/13. Simulation Output Results - Test Track.mp4
150.52MB
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15. Final Codes & Outputs/2. Code 1 - Computer Vision.html
2.93KB
15. Final Codes & Outputs/3. Code 2 - Intro to Neural Networks.html
1.93KB
15. Final Codes & Outputs/4. Code 3 - Intro to Keras.html
2.26KB
15. Final Codes & Outputs/5. Code 4 - Deep Neural Networks.html
1.95KB
15. Final Codes & Outputs/6. Code 5 - Multiclass Classification.html
2.31KB
15. Final Codes & Outputs/7. Code 6 - MNIST Image Recognition.html
3.73KB
15. Final Codes & Outputs/8. Code 7 - Convolutional Neural Networks.html
5.09KB
15. Final Codes & Outputs/9. Code 8 - Traffic Sign Classification.html
7.28KB
2. Installation/1. Overview.mp4
10.49MB
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2. Installation/2. Anaconda Distribution.mp4
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2.89KB
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41.92MB
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6.1KB
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29.09MB
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3.22KB
2. Installation/5. Outro.mp4
5.52MB
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3. Python Crash Course (Optional)/1. Python Crash Course Part 1 - Data Types.mp4
15.22MB
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3. Python Crash Course (Optional)/1. Python Crash Course Part 1 - Data Types.vtt
1.33KB
3. Python Crash Course (Optional)/10. Membership Operators.mp4
13.78MB
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2.57KB
3. Python Crash Course (Optional)/11. Mutability.mp4
32.97MB
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3. Python Crash Course (Optional)/11. Mutability.vtt
4KB
3. Python Crash Course (Optional)/12. Mutability II.mp4
31.64MB
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3. Python Crash Course (Optional)/12. Mutability II.vtt
3.58KB
3. Python Crash Course (Optional)/13. Common Functions & Methods.mp4
46.79MB
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3. Python Crash Course (Optional)/13. Common Functions & Methods.vtt
7.08KB
3. Python Crash Course (Optional)/14. Tuples.mp4
23.05MB
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3. Python Crash Course (Optional)/14. Tuples.vtt
3.34KB
3. Python Crash Course (Optional)/15. Sets.mp4
19.64MB
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3. Python Crash Course (Optional)/15. Sets.vtt
2.66KB
3. Python Crash Course (Optional)/16. Dictionaries.mp4
35.34MB
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3. Python Crash Course (Optional)/16. Dictionaries.vtt
4.76KB
3. Python Crash Course (Optional)/17. Compound Data Structures.mp4
20.19MB
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3. Python Crash Course (Optional)/17. Compound Data Structures.vtt
2.42KB
3. Python Crash Course (Optional)/18. Part 1 - Outro.mp4
3.62MB
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3. Python Crash Course (Optional)/18. Part 1 - Outro.vtt
359B
3. Python Crash Course (Optional)/19. Part 2 - Control Flow.mp4
11.47MB
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3. Python Crash Course (Optional)/19. Part 2 - Control Flow.vtt
1007B
3. Python Crash Course (Optional)/2. Arithmetic Operations.mp4
25.43MB
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3. Python Crash Course (Optional)/2. Arithmetic Operations.vtt
4.84KB
3. Python Crash Course (Optional)/20. If, else.mp4
27.16MB
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3. Python Crash Course (Optional)/20. If, else.vtt
4.36KB
3. Python Crash Course (Optional)/21. elif.mp4
49.03MB
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3. Python Crash Course (Optional)/21. elif.vtt
6.55KB
3. Python Crash Course (Optional)/22. Complex Comparisons.mp4
29.52MB
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3. Python Crash Course (Optional)/22. Complex Comparisons.vtt
4.75KB
3. Python Crash Course (Optional)/23. For Loops.mp4
38.49MB
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3. Python Crash Course (Optional)/23. For Loops.vtt
6.61KB
3. Python Crash Course (Optional)/24. For Loops II.mp4
15.06MB
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3. Python Crash Course (Optional)/24. For Loops II.vtt
2.94KB
3. Python Crash Course (Optional)/25. While Loops.mp4
20.19MB
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3. Python Crash Course (Optional)/25. While Loops.vtt
3.13KB
3. Python Crash Course (Optional)/26. Break.mp4
19.71MB
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3. Python Crash Course (Optional)/26. Break.vtt
3.52KB
3. Python Crash Course (Optional)/27. Part 2 - Outro.mp4
4.48MB
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3. Python Crash Course (Optional)/27. Part 2 - Outro.vtt
432B
3. Python Crash Course (Optional)/28. Part 3 - Functions.mp4
11.43MB
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3. Python Crash Course (Optional)/28. Part 3 - Functions.vtt
1.09KB
3. Python Crash Course (Optional)/29. Functions.mp4
31.62MB
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5.33KB
3. Python Crash Course (Optional)/3. Variables.mp4
27.67MB
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5.52KB
3. Python Crash Course (Optional)/30. Scope.mp4
13.16MB
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1.76KB
3. Python Crash Course (Optional)/31. Doc Strings.mp4
19.59MB
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2.57KB
3. Python Crash Course (Optional)/32. Lambda & Higher Order Functions.mp4
28.4MB
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6.51KB
3. Python Crash Course (Optional)/33. Part 3 - Outro.mp4
8.84MB
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3. Python Crash Course (Optional)/33. Part 3 - Outro.vtt
841B
3. Python Crash Course (Optional)/4. Numeric Data Types.mp4
23.5MB
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4.01KB
3. Python Crash Course (Optional)/5. String Data Types.mp4
41.95MB
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3. Python Crash Course (Optional)/5. String Data Types.vtt
5.53KB
3. Python Crash Course (Optional)/6. Booleans.mp4
24.24MB
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3. Python Crash Course (Optional)/6. Booleans.vtt
4.43KB
3. Python Crash Course (Optional)/7. Methods.mp4
20.69MB
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3. Python Crash Course (Optional)/7. Methods.vtt
3.17KB
3. Python Crash Course (Optional)/8. Lists.mp4
35.82MB
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3. Python Crash Course (Optional)/8. Lists.vtt
5.44KB
3. Python Crash Course (Optional)/9. Slicing.mp4
55.55MB
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3. Python Crash Course (Optional)/9. Slicing.vtt
7.82KB
4. NumPy Crash Course (Optional)/1. Overview.mp4
10.59MB
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4. NumPy Crash Course (Optional)/1. Overview.vtt
937B
4. NumPy Crash Course (Optional)/10. Part 4 - Outro.mp4
2.48MB
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4. NumPy Crash Course (Optional)/10. Part 4 - Outro.vtt
250B
4. NumPy Crash Course (Optional)/2. Vector Addition - Arrays vs Lists.mp4
80.61MB
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4. NumPy Crash Course (Optional)/2. Vector Addition - Arrays vs Lists.vtt
12.74KB
4. NumPy Crash Course (Optional)/3. Multidimensional Arrays.mp4
96.81MB
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4. NumPy Crash Course (Optional)/3. Multidimensional Arrays.vtt
11.79KB
4. NumPy Crash Course (Optional)/4. One Dimensional Slicing.mp4
27.77MB
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4. NumPy Crash Course (Optional)/4. One Dimensional Slicing.vtt
3.87KB
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10.23MB
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42.63MB
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132.64MB
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5. Computer Vision Finding Lane-Lines/8. Hough Transform.vtt
12.06KB
5. Computer Vision Finding Lane-Lines/9. Hough Transform II.mp4
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6. Intro to Neural Networks/8.1 Initial Stages.ipynb/Initial Stages.ipynb
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