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[UdemyCourseDownloader] The Complete Self-Driving Car Course - Applied Deep Learning
magnet:?xt=urn:btih:74fdbb1bca6c1d99303ec599678174e79bae1114&dn=[UdemyCourseDownloader] The Complete Self-Driving Car Course - Applied Deep Learning
磁力链接详情
Hash值:
74fdbb1bca6c1d99303ec599678174e79bae1114
点击数:
264
文件大小:
9.19 GB
文件数量:
138
创建日期:
2019-2-7 21:31
最后访问:
2024-6-14 11:44
访问标签:
UdemyCourseDownloader
The
Complete
Self-Driving
Car
Course
-
Applied
Deep
Learning
文件列表详情
14. Behavioural Cloning/11. Generator - Augmentation Techniques.mp4 380.89 MB
1. Introduction/1. Why This Course.mp4 25.87 MB
2. Installation/1. Overview.mp4 5.9 MB
2. Installation/2. Anaconda Distribution - Mac.mp4 25.24 MB
2. Installation/3. Anaconda Distribution - Windows.mp4 25.31 MB
2. Installation/4. Text Editor.mp4 29.1 MB
2. Installation/5. Outro.mp4 5.53 MB
3. Python Crash Course (Optional)/1. Python Crash Course Part 1 - Data Types.mp4 15.23 MB
3. Python Crash Course (Optional)/2. Jupyter Notebooks.mp4 9.98 MB
3. Python Crash Course (Optional)/3. Arithmetic Operations.mp4 25.44 MB
3. Python Crash Course (Optional)/4. Variables.mp4 27.68 MB
3. Python Crash Course (Optional)/5. Numeric Data Types.mp4 23.51 MB
3. Python Crash Course (Optional)/6. String Data Types.mp4 41.96 MB
3. Python Crash Course (Optional)/7. Booleans.mp4 24.24 MB
3. Python Crash Course (Optional)/8. Methods.mp4 20.7 MB
3. Python Crash Course (Optional)/9. Lists.mp4 35.82 MB
3. Python Crash Course (Optional)/10. Slicing.mp4 55.56 MB
3. Python Crash Course (Optional)/11. Membership Operators.mp4 13.79 MB
3. Python Crash Course (Optional)/12. Mutability.mp4 32.97 MB
3. Python Crash Course (Optional)/13. Mutability II.mp4 31.64 MB
3. Python Crash Course (Optional)/14. Common Functions & Methods.mp4 46.79 MB
3. Python Crash Course (Optional)/15. Tuples.mp4 23.06 MB
3. Python Crash Course (Optional)/16. Sets.mp4 19.64 MB
3. Python Crash Course (Optional)/17. Dictionaries.mp4 35.35 MB
3. Python Crash Course (Optional)/18. Compound Data Structures.mp4 20.19 MB
3. Python Crash Course (Optional)/19. Part 1 - Outro.mp4 3.62 MB
3. Python Crash Course (Optional)/20. Part 2 - Control Flow.mp4 11.48 MB
3. Python Crash Course (Optional)/21. If, else.mp4 27.17 MB
3. Python Crash Course (Optional)/22. elif.mp4 49.04 MB
3. Python Crash Course (Optional)/23. Complex Comparisons.mp4 29.53 MB
3. Python Crash Course (Optional)/24. For Loops.mp4 38.5 MB
3. Python Crash Course (Optional)/25. For Loops II.mp4 15.07 MB
3. Python Crash Course (Optional)/26. While Loops.mp4 20.2 MB
3. Python Crash Course (Optional)/27. Break.mp4 19.72 MB
3. Python Crash Course (Optional)/28. Part 2 - Outro.mp4 4.48 MB
3. Python Crash Course (Optional)/29. Part 3 - Functions.mp4 11.43 MB
3. Python Crash Course (Optional)/30. Functions.mp4 31.62 MB
3. Python Crash Course (Optional)/31. Scope.mp4 13.17 MB
3. Python Crash Course (Optional)/32. Doc Strings.mp4 19.59 MB
3. Python Crash Course (Optional)/33. Lambda & Higher Order Functions.mp4 28.4 MB
3. Python Crash Course (Optional)/34. Part 3 - Outro.mp4 8.84 MB
4. NumPy Crash Course (Optional)/1. Overview.mp4 10.59 MB
4. NumPy Crash Course (Optional)/2. Vector Addition - Arrays vs Lists.mp4 86.82 MB
4. NumPy Crash Course (Optional)/3. Multidimensional Arrays.mp4 96.82 MB
4. NumPy Crash Course (Optional)/4. One Dimensional Slicing.mp4 25.03 MB
4. NumPy Crash Course (Optional)/5. Reshaping.mp4 23.41 MB
4. NumPy Crash Course (Optional)/6. Multidimensional Slicing.mp4 49.16 MB
4. NumPy Crash Course (Optional)/7. Manipulating Array Shapes.mp4 47.76 MB
4. NumPy Crash Course (Optional)/8. Matrix Multiplication.mp4 34.28 MB
4. NumPy Crash Course (Optional)/9. Stacking.mp4 82.31 MB
4. NumPy Crash Course (Optional)/10. Part 4 - Outro.mp4 2.48 MB
5. Computer Vision Finding Lane Lines/1. Overview.mp4 9 MB
5. Computer Vision Finding Lane Lines/3. Loading Image.mp4 40.23 MB
5. Computer Vision Finding Lane Lines/4. Grayscale Conversion.mp4 47.23 MB
5. Computer Vision Finding Lane Lines/5. Smoothening Image.mp4 30.57 MB
5. Computer Vision Finding Lane Lines/6. Simple Edge Detection.mp4 42.64 MB
5. Computer Vision Finding Lane Lines/7. Region of Interest.mp4 49.33 MB
5. Computer Vision Finding Lane Lines/8. Binary Numbers & Bitwise_and.mp4 91.8 MB
5. Computer Vision Finding Lane Lines/9. Line Detection - Hough Transform.mp4 132.64 MB
5. Computer Vision Finding Lane Lines/10. Hough Transform II.mp4 114.7 MB
5. Computer Vision Finding Lane Lines/11. Optimizing.mp4 164.52 MB
5. Computer Vision Finding Lane Lines/13. Finding Lanes on Video.mp4 82.8 MB
5. Computer Vision Finding Lane Lines/13.1 test2.mp4.mp4 31.93 MB
5. Computer Vision Finding Lane Lines/15. Part 5 - Conclusion.mp4 10.23 MB
6. The Perceptron/1. Overview.mp4 27.76 MB
6. The Perceptron/2. Machine Learning.mp4 37.03 MB
6. The Perceptron/3. Supervised Learning - Friendly Example.mp4 46.59 MB
6. The Perceptron/4. Classification.mp4 82.08 MB
6. The Perceptron/5. Linear Model.mp4 86.36 MB
6. The Perceptron/6. Perceptrons.mp4 50.68 MB
6. The Perceptron/7. Weights.mp4 25.29 MB
6. The Perceptron/8. Project - Initial Stages.mp4 78.25 MB
6. The Perceptron/10. Error Function.mp4 41.63 MB
6. The Perceptron/11. Sigmoid.mp4 61.73 MB
6. The Perceptron/12. Sigmoid Implementation (Code).mp4 90.73 MB
6. The Perceptron/14. Cross Entropy.mp4 62.73 MB
6. The Perceptron/15. Cross Entropy (Code).mp4 61.25 MB
6. The Perceptron/17. Gradient Descent.mp4 45.18 MB
6. The Perceptron/18. Gradient Descent (Code).mp4 75.74 MB
6. The Perceptron/19. Recap.mp4 17.74 MB
6. The Perceptron/21. Part 6 - Conclusion.mp4 9.69 MB
7. Keras/1. Overview.mp4 6.81 MB
7. Keras/2. Intro to Keras.mp4 19.98 MB
7. Keras/4. Keras Models.mp4 175.26 MB
7. Keras/5. Keras - Predictions.mp4 144.46 MB
7. Keras/7. Part 7 - Outro.mp4 4.83 MB
8. Deep Neural Networks/1. Overview.mp4 15.65 MB
8. Deep Neural Networks/2. Non-Linear Boundaries.mp4 71.12 MB
8. Deep Neural Networks/3. Architecture.mp4 126.03 MB
8. Deep Neural Networks/4. Feedforward Process.mp4 88.9 MB
8. Deep Neural Networks/5. Error Function.mp4 54.07 MB
8. Deep Neural Networks/6. Backpropagation.mp4 65.4 MB
8. Deep Neural Networks/7. Code Implementation.mp4 204.25 MB
8. Deep Neural Networks/9. Section 8 - Conclusion.mp4 6.02 MB
9. Multiclass Classification/1. Overview.mp4 10.4 MB
9. Multiclass Classification/2. Softmax.mp4 141.67 MB
9. Multiclass Classification/3. Cross Entropy.mp4 81.95 MB
9. Multiclass Classification/4. Implementation.mp4 245.3 MB
9. Multiclass Classification/6. Section 9 - Outro.mp4 5.4 MB
10. MNIST Image Recognition/1. Overview.mp4 10.83 MB
10. MNIST Image Recognition/2. MNIST Dataset.mp4 70.96 MB
10. MNIST Image Recognition/3. Train & Test.mp4 132.04 MB
10. MNIST Image Recognition/4. Hyperparameters.mp4 81.23 MB
10. MNIST Image Recognition/5. Implementation Part 1.mp4 194.02 MB
10. MNIST Image Recognition/6. Implementation Part 2.mp4 155.9 MB
10. MNIST Image Recognition/8. Implementation Part 3.mp4 75.33 MB
10. MNIST Image Recognition/10. Section 10 - Outro.mp4 5.96 MB
11. Convolutional Neural Networks/1. Overview.mp4 9.63 MB
11. Convolutional Neural Networks/2. Convolutions & MNIST.mp4 89.98 MB
11. Convolutional Neural Networks/3. Convolutional Layer.mp4 229.8 MB
11. Convolutional Neural Networks/4. Convolutions II.mp4 79.79 MB
11. Convolutional Neural Networks/5. Pooling.mp4 161.92 MB
11. Convolutional Neural Networks/6. Fully Connected Layer.mp4 77.89 MB
11. Convolutional Neural Networks/8. Code Implementation I.mp4 254.53 MB
11. Convolutional Neural Networks/9. Code Implementation II.mp4 213.41 MB
11. Convolutional Neural Networks/11. Section 11 - Conclusion.mp4 4.77 MB
12. Classifying Road Symbols/1. Overview.mp4 14.49 MB
12. Classifying Road Symbols/3. Preprocessing Images.mp4 330.4 MB
12. Classifying Road Symbols/4. leNet Implementation.mp4 129.39 MB
12. Classifying Road Symbols/5. Fine-tuning Model.mp4 117.04 MB
12. Classifying Road Symbols/7. Testing.mp4 63.15 MB
12. Classifying Road Symbols/8. Fit Generator.mp4 159.84 MB
12. Classifying Road Symbols/10. Section 12 - Outro.mp4 9.93 MB
13. Polynomial Regression/1. Overview.mp4 7.55 MB
13. Polynomial Regression/2. Implementation.mp4 128.86 MB
13. Polynomial Regression/4. Section 13 - Conclusion.mp4 5.19 MB
14. Behavioural Cloning/1. Overview.mp4 50.21 MB
14. Behavioural Cloning/2. Collecting Data.mp4 282.41 MB
14. Behavioural Cloning/3. Downloading Data.mp4 130.62 MB
14. Behavioural Cloning/4. Balancing Data.mp4 74.71 MB
14. Behavioural Cloning/5. Training & Validation Split.mp4 65.74 MB
14. Behavioural Cloning/6. Preprocessing Images.mp4 161.75 MB
14. Behavioural Cloning/7. Defining Nvidia Model.mp4 198.55 MB
14. Behavioural Cloning/9. Flask & Socket.io.mp4 99.77 MB
14. Behavioural Cloning/10. Self Driving Car - Test 1.mp4 165.97 MB
14. Behavioural Cloning/12. Batch Generator.mp4 95.11 MB
14. Behavioural Cloning/13. Fit Generator.mp4 248.41 MB
14. Behavioural Cloning/15. Outro.mp4 19.58 MB
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