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[UdemyCourseDownloader] The Complete Self-Driving Car Course - Applied Deep Learning
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2019-2-7 21:31
2024-12-21 07:43
338
9.19 GB
138
磁力链接
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UdemyCourseDownloader
The
Complete
Self-Driving
Car
Course
-
Applied
Deep
Learning
文件列表
14. Behavioural Cloning/11. Generator - Augmentation Techniques.mp4
380.89MB
1. Introduction/1. Why This Course.mp4
25.87MB
2. Installation/1. Overview.mp4
5.9MB
2. Installation/2. Anaconda Distribution - Mac.mp4
25.24MB
2. Installation/3. Anaconda Distribution - Windows.mp4
25.31MB
2. Installation/4. Text Editor.mp4
29.1MB
2. Installation/5. Outro.mp4
5.53MB
3. Python Crash Course (Optional)/1. Python Crash Course Part 1 - Data Types.mp4
15.23MB
3. Python Crash Course (Optional)/2. Jupyter Notebooks.mp4
9.98MB
3. Python Crash Course (Optional)/3. Arithmetic Operations.mp4
25.44MB
3. Python Crash Course (Optional)/4. Variables.mp4
27.68MB
3. Python Crash Course (Optional)/5. Numeric Data Types.mp4
23.51MB
3. Python Crash Course (Optional)/6. String Data Types.mp4
41.96MB
3. Python Crash Course (Optional)/7. Booleans.mp4
24.24MB
3. Python Crash Course (Optional)/8. Methods.mp4
20.7MB
3. Python Crash Course (Optional)/9. Lists.mp4
35.82MB
3. Python Crash Course (Optional)/10. Slicing.mp4
55.56MB
3. Python Crash Course (Optional)/11. Membership Operators.mp4
13.79MB
3. Python Crash Course (Optional)/12. Mutability.mp4
32.97MB
3. Python Crash Course (Optional)/13. Mutability II.mp4
31.64MB
3. Python Crash Course (Optional)/14. Common Functions & Methods.mp4
46.79MB
3. Python Crash Course (Optional)/15. Tuples.mp4
23.06MB
3. Python Crash Course (Optional)/16. Sets.mp4
19.64MB
3. Python Crash Course (Optional)/17. Dictionaries.mp4
35.35MB
3. Python Crash Course (Optional)/18. Compound Data Structures.mp4
20.19MB
3. Python Crash Course (Optional)/19. Part 1 - Outro.mp4
3.62MB
3. Python Crash Course (Optional)/20. Part 2 - Control Flow.mp4
11.48MB
3. Python Crash Course (Optional)/21. If, else.mp4
27.17MB
3. Python Crash Course (Optional)/22. elif.mp4
49.04MB
3. Python Crash Course (Optional)/23. Complex Comparisons.mp4
29.53MB
3. Python Crash Course (Optional)/24. For Loops.mp4
38.5MB
3. Python Crash Course (Optional)/25. For Loops II.mp4
15.07MB
3. Python Crash Course (Optional)/26. While Loops.mp4
20.2MB
3. Python Crash Course (Optional)/27. Break.mp4
19.72MB
3. Python Crash Course (Optional)/28. Part 2 - Outro.mp4
4.48MB
3. Python Crash Course (Optional)/29. Part 3 - Functions.mp4
11.43MB
3. Python Crash Course (Optional)/30. Functions.mp4
31.62MB
3. Python Crash Course (Optional)/31. Scope.mp4
13.17MB
3. Python Crash Course (Optional)/32. Doc Strings.mp4
19.59MB
3. Python Crash Course (Optional)/33. Lambda & Higher Order Functions.mp4
28.4MB
3. Python Crash Course (Optional)/34. Part 3 - Outro.mp4
8.84MB
4. NumPy Crash Course (Optional)/1. Overview.mp4
10.59MB
4. NumPy Crash Course (Optional)/2. Vector Addition - Arrays vs Lists.mp4
86.82MB
4. NumPy Crash Course (Optional)/3. Multidimensional Arrays.mp4
96.82MB
4. NumPy Crash Course (Optional)/4. One Dimensional Slicing.mp4
25.03MB
4. NumPy Crash Course (Optional)/5. Reshaping.mp4
23.41MB
4. NumPy Crash Course (Optional)/6. Multidimensional Slicing.mp4
49.16MB
4. NumPy Crash Course (Optional)/7. Manipulating Array Shapes.mp4
47.76MB
4. NumPy Crash Course (Optional)/8. Matrix Multiplication.mp4
34.28MB
4. NumPy Crash Course (Optional)/9. Stacking.mp4
82.31MB
4. NumPy Crash Course (Optional)/10. Part 4 - Outro.mp4
2.48MB
5. Computer Vision Finding Lane Lines/1. Overview.mp4
9MB
5. Computer Vision Finding Lane Lines/3. Loading Image.mp4
40.23MB
5. Computer Vision Finding Lane Lines/4. Grayscale Conversion.mp4
47.23MB
5. Computer Vision Finding Lane Lines/5. Smoothening Image.mp4
30.57MB
5. Computer Vision Finding Lane Lines/6. Simple Edge Detection.mp4
42.64MB
5. Computer Vision Finding Lane Lines/7. Region of Interest.mp4
49.33MB
5. Computer Vision Finding Lane Lines/8. Binary Numbers & Bitwise_and.mp4
91.8MB
5. Computer Vision Finding Lane Lines/9. Line Detection - Hough Transform.mp4
132.64MB
5. Computer Vision Finding Lane Lines/10. Hough Transform II.mp4
114.7MB
5. Computer Vision Finding Lane Lines/11. Optimizing.mp4
164.52MB
5. Computer Vision Finding Lane Lines/13. Finding Lanes on Video.mp4
82.8MB
5. Computer Vision Finding Lane Lines/13.1 test2.mp4.mp4
31.93MB
5. Computer Vision Finding Lane Lines/15. Part 5 - Conclusion.mp4
10.23MB
6. The Perceptron/1. Overview.mp4
27.76MB
6. The Perceptron/2. Machine Learning.mp4
37.03MB
6. The Perceptron/3. Supervised Learning - Friendly Example.mp4
46.59MB
6. The Perceptron/4. Classification.mp4
82.08MB
6. The Perceptron/5. Linear Model.mp4
86.36MB
6. The Perceptron/6. Perceptrons.mp4
50.68MB
6. The Perceptron/7. Weights.mp4
25.29MB
6. The Perceptron/8. Project - Initial Stages.mp4
78.25MB
6. The Perceptron/10. Error Function.mp4
41.63MB
6. The Perceptron/11. Sigmoid.mp4
61.73MB
6. The Perceptron/12. Sigmoid Implementation (Code).mp4
90.73MB
6. The Perceptron/14. Cross Entropy.mp4
62.73MB
6. The Perceptron/15. Cross Entropy (Code).mp4
61.25MB
6. The Perceptron/17. Gradient Descent.mp4
45.18MB
6. The Perceptron/18. Gradient Descent (Code).mp4
75.74MB
6. The Perceptron/19. Recap.mp4
17.74MB
6. The Perceptron/21. Part 6 - Conclusion.mp4
9.69MB
7. Keras/1. Overview.mp4
6.81MB
7. Keras/2. Intro to Keras.mp4
19.98MB
7. Keras/4. Keras Models.mp4
175.26MB
7. Keras/5. Keras - Predictions.mp4
144.46MB
7. Keras/7. Part 7 - Outro.mp4
4.83MB
8. Deep Neural Networks/1. Overview.mp4
15.65MB
8. Deep Neural Networks/2. Non-Linear Boundaries.mp4
71.12MB
8. Deep Neural Networks/3. Architecture.mp4
126.03MB
8. Deep Neural Networks/4. Feedforward Process.mp4
88.9MB
8. Deep Neural Networks/5. Error Function.mp4
54.07MB
8. Deep Neural Networks/6. Backpropagation.mp4
65.4MB
8. Deep Neural Networks/7. Code Implementation.mp4
204.25MB
8. Deep Neural Networks/9. Section 8 - Conclusion.mp4
6.02MB
9. Multiclass Classification/1. Overview.mp4
10.4MB
9. Multiclass Classification/2. Softmax.mp4
141.67MB
9. Multiclass Classification/3. Cross Entropy.mp4
81.95MB
9. Multiclass Classification/4. Implementation.mp4
245.3MB
9. Multiclass Classification/6. Section 9 - Outro.mp4
5.4MB
10. MNIST Image Recognition/1. Overview.mp4
10.83MB
10. MNIST Image Recognition/2. MNIST Dataset.mp4
70.96MB
10. MNIST Image Recognition/3. Train & Test.mp4
132.04MB
10. MNIST Image Recognition/4. Hyperparameters.mp4
81.23MB
10. MNIST Image Recognition/5. Implementation Part 1.mp4
194.02MB
10. MNIST Image Recognition/6. Implementation Part 2.mp4
155.9MB
10. MNIST Image Recognition/8. Implementation Part 3.mp4
75.33MB
10. MNIST Image Recognition/10. Section 10 - Outro.mp4
5.96MB
11. Convolutional Neural Networks/1. Overview.mp4
9.63MB
11. Convolutional Neural Networks/2. Convolutions & MNIST.mp4
89.98MB
11. Convolutional Neural Networks/3. Convolutional Layer.mp4
229.8MB
11. Convolutional Neural Networks/4. Convolutions II.mp4
79.79MB
11. Convolutional Neural Networks/5. Pooling.mp4
161.92MB
11. Convolutional Neural Networks/6. Fully Connected Layer.mp4
77.89MB
11. Convolutional Neural Networks/8. Code Implementation I.mp4
254.53MB
11. Convolutional Neural Networks/9. Code Implementation II.mp4
213.41MB
11. Convolutional Neural Networks/11. Section 11 - Conclusion.mp4
4.77MB
12. Classifying Road Symbols/1. Overview.mp4
14.49MB
12. Classifying Road Symbols/3. Preprocessing Images.mp4
330.4MB
12. Classifying Road Symbols/4. leNet Implementation.mp4
129.39MB
12. Classifying Road Symbols/5. Fine-tuning Model.mp4
117.04MB
12. Classifying Road Symbols/7. Testing.mp4
63.15MB
12. Classifying Road Symbols/8. Fit Generator.mp4
159.84MB
12. Classifying Road Symbols/10. Section 12 - Outro.mp4
9.93MB
13. Polynomial Regression/1. Overview.mp4
7.55MB
13. Polynomial Regression/2. Implementation.mp4
128.86MB
13. Polynomial Regression/4. Section 13 - Conclusion.mp4
5.19MB
14. Behavioural Cloning/1. Overview.mp4
50.21MB
14. Behavioural Cloning/2. Collecting Data.mp4
282.41MB
14. Behavioural Cloning/3. Downloading Data.mp4
130.62MB
14. Behavioural Cloning/4. Balancing Data.mp4
74.71MB
14. Behavioural Cloning/5. Training & Validation Split.mp4
65.74MB
14. Behavioural Cloning/6. Preprocessing Images.mp4
161.75MB
14. Behavioural Cloning/7. Defining Nvidia Model.mp4
198.55MB
14. Behavioural Cloning/9. Flask & Socket.io.mp4
99.77MB
14. Behavioural Cloning/10. Self Driving Car - Test 1.mp4
165.97MB
14. Behavioural Cloning/12. Batch Generator.mp4
95.11MB
14. Behavioural Cloning/13. Fit Generator.mp4
248.41MB
14. Behavioural Cloning/15. Outro.mp4
19.58MB
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