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[FreeCourseSite.com] Udemy - Deep Learning Convolutional Neural Networks in Python
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2019-2-17 14:18
2024-9-8 05:09
203
1.03 GB
47
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Udemy
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Deep
Learning
Convolutional
Neural
Networks
in
Python
文件列表
1. Outline and Review/1. Introduction and Outline.mp4
2.92MB
1. Outline and Review/2. Review of Important Concepts.mp4
5.72MB
1. Outline and Review/3. Where to get the code and data for this course.mp4
5.59MB
1. Outline and Review/4. How to Succeed in this Course.mp4
6.41MB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4
18.91MB
1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.mp4
10.07MB
2. Convolution/1. Real-Life Examples of Convolution.mp4
82.19MB
2. Convolution/2. Beginner's Guide to Convolution.mp4
34.3MB
2. Convolution/3. What is convolution.mp4
8.54MB
2. Convolution/4. Convolution example with audio Echo.mp4
12.1MB
2. Convolution/5. Convolution example with images Gaussian Blur.mp4
12.25MB
2. Convolution/6. Convolution example with images Edge Detection.mp4
7.91MB
2. Convolution/7. Write Convolution Yourself.mp4
18.34MB
2. Convolution/8. Alternative Views on Convolution.mp4
10.16MB
3. Convolutional Neural Network Description/1. Translational Invariance.mp4
3.63MB
3. Convolutional Neural Network Description/2. Architecture of a CNN.mp4
8.49MB
3. Convolutional Neural Network Description/3. Convolution on 3-D Images.mp4
8.54MB
3. Convolutional Neural Network Description/4. Tracking Shapes in a CNN.mp4
13.24MB
3. Convolutional Neural Network Description/5. Relationship to Biology.mp4
3.94MB
3. Convolutional Neural Network Description/6. Convolution and Pooling Gradients.mp4
4.21MB
3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.mp4
21.68MB
4. Convolutional Neural Network in Theano/1. Theano - Building the CNN components.mp4
6.99MB
4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.mp4
39.36MB
4. Convolutional Neural Network in Theano/3. Visualizing the Learned Filters.mp4
8.94MB
5. Convolutional Neural Network in TensorFlow/1. TensorFlow - Building the CNN components.mp4
5.89MB
5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.mp4
79.1MB
6. Practical Tips/1. Practical Image Processing Tips.mp4
4.94MB
6. Practical Tips/2. Advanced CNNs and how to Design your Own.mp4
19.57MB
7. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.mp4
9.82MB
7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4
21.43MB
7. Project Facial Expression Recognition/3. The class imbalance problem.mp4
10.12MB
7. Project Facial Expression Recognition/4. Utilities walkthrough.mp4
13.49MB
7. Project Facial Expression Recognition/5. Convolutional Net in Theano.mp4
51.69MB
7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.mp4
47.69MB
7. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary.mp4
2.91MB
8. Appendix/1. What is the Appendix.mp4
5.45MB
8. Appendix/10. Is Theano Dead.mp4
17.81MB
8. Appendix/11. What order should I take your courses in (part 1).mp4
29.33MB
8. Appendix/12. What order should I take your courses in (part 2).mp4
37.62MB
8. Appendix/2. Windows-Focused Environment Setup 2018.mp4
186.42MB
8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
43.92MB
8. Appendix/4. How to Code by Yourself (part 1).mp4
24.54MB
8. Appendix/5. How to Code by Yourself (part 2).mp4
14.8MB
8. Appendix/6. How to Uncompress a .tar.gz file.mp4
5.43MB
8. Appendix/7. How to Succeed in this Course (Long Version).mp4
18.31MB
8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
38.95MB
8. Appendix/9. Python 2 vs Python 3.mp4
7.83MB
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