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[GigaCourse.com] Udemy - Deep Learning Convolutional Neural Networks in Python

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File Name
Size
1. Outline and Review/1. Introduction and Outline.mp4
2.9 MB
1. Outline and Review/1. Introduction and Outline.srt
3.5 kB
1. Outline and Review/2. Review of Important Concepts.mp4
5.7 MB
1. Outline and Review/2. Review of Important Concepts.srt
6.4 kB
1. Outline and Review/3. Where to get the code and data for this course.mp4
5.6 MB
1. Outline and Review/3. Where to get the code and data for this course.srt
4.9 kB
1. Outline and Review/4. How to Succeed in this Course.mp4
6.4 MB
1. Outline and Review/4. How to Succeed in this Course.srt
4.3 kB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4
19 MB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.srt
6.0 kB
1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.mp4
10 MB
1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.srt
4.4 kB
2. Convolution/1. Real-Life Examples of Convolution.mp4
82 MB
2. Convolution/1. Real-Life Examples of Convolution.srt
9.3 kB
2. Convolution/2. Beginner's Guide to Convolution.mp4
34 MB
2. Convolution/2. Beginner's Guide to Convolution.srt
8.2 kB
2. Convolution/3. What is convolution.mp4
8.5 MB
2. Convolution/3. What is convolution.srt
9.4 kB
2. Convolution/4. Convolution example with audio Echo.mp4
12 MB
2. Convolution/4. Convolution example with audio Echo.srt
6.7 kB
2. Convolution/5. Convolution example with images Gaussian Blur.mp4
12 MB
2. Convolution/5. Convolution example with images Gaussian Blur.srt
4.1 kB
2. Convolution/6. Convolution example with images Edge Detection.mp4
7.9 MB
2. Convolution/6. Convolution example with images Edge Detection.srt
3.3 kB
2. Convolution/7. Write Convolution Yourself.mp4
18 MB
2. Convolution/7. Write Convolution Yourself.srt
12 kB
2. Convolution/8. Alternative Views on Convolution.mp4
10 MB
2. Convolution/8. Alternative Views on Convolution.srt
8.7 kB
3. Convolutional Neural Network Description/1. Translational Invariance.mp4
3.6 MB
3. Convolutional Neural Network Description/1. Translational Invariance.srt
4.1 kB
3. Convolutional Neural Network Description/2. Architecture of a CNN.mp4
8.5 MB
3. Convolutional Neural Network Description/2. Architecture of a CNN.srt
8.3 kB
3. Convolutional Neural Network Description/3. Convolution on 3-D Images.mp4
8.5 MB
3. Convolutional Neural Network Description/3. Convolution on 3-D Images.srt
15 kB
3. Convolutional Neural Network Description/4. Tracking Shapes in a CNN.mp4
13 MB
3. Convolutional Neural Network Description/4. Tracking Shapes in a CNN.srt
21 kB
3. Convolutional Neural Network Description/5. Relationship to Biology.mp4
3.9 MB
3. Convolutional Neural Network Description/5. Relationship to Biology.srt
3.7 kB
3. Convolutional Neural Network Description/6. Convolution and Pooling Gradients.mp4
4.2 MB
3. Convolutional Neural Network Description/6. Convolution and Pooling Gradients.srt
4.6 kB
3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.mp4
22 MB
3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.srt
20 kB
4. Convolutional Neural Network in Theano/1. Theano - Building the CNN components.mp4
7.0 MB
4. Convolutional Neural Network in Theano/1. Theano - Building the CNN components.srt
7.2 kB
4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.mp4
39 MB
4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.srt
6.9 kB
4. Convolutional Neural Network in Theano/3. Visualizing the Learned Filters.mp4
8.9 MB
4. Convolutional Neural Network in Theano/3. Visualizing the Learned Filters.srt
5.9 kB
5. Convolutional Neural Network in TensorFlow/1. TensorFlow - Building the CNN components.mp4
5.9 MB
5. Convolutional Neural Network in TensorFlow/1. TensorFlow - Building the CNN components.srt
6.3 kB
5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.mp4
79 MB
5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.srt
5.9 kB
6. Practical Tips/1. Practical Image Processing Tips.mp4
4.9 MB
6. Practical Tips/1. Practical Image Processing Tips.srt
5.4 kB
6. Practical Tips/2. Advanced CNNs and how to Design your Own.mp4
20 MB
6. Practical Tips/2. Advanced CNNs and how to Design your Own.srt
16 kB
7. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.mp4
9.8 MB
7. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.srt
6.9 kB
7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4
21 MB
7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.srt
20 kB
7. Project Facial Expression Recognition/3. The class imbalance problem.mp4
10 MB
7. Project Facial Expression Recognition/3. The class imbalance problem.srt
9.0 kB
7. Project Facial Expression Recognition/4. Utilities walkthrough.mp4
14 MB
7. Project Facial Expression Recognition/4. Utilities walkthrough.srt
6.7 kB
7. Project Facial Expression Recognition/5. Convolutional Net in Theano.mp4
52 MB
7. Project Facial Expression Recognition/5. Convolutional Net in Theano.srt
20 kB
7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.mp4
48 MB
7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.srt
18 kB
7. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary.mp4
2.9 MB
7. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary.srt
1.7 kB
8. Appendix/1. What is the Appendix.mp4
5.5 MB
8. Appendix/1. What is the Appendix.srt
3.8 kB
8. Appendix/10. Is Theano Dead.mp4
18 MB
8. Appendix/10. Is Theano Dead.srt
14 kB
8. Appendix/11. What order should I take your courses in (part 1).mp4
29 MB
8. Appendix/11. What order should I take your courses in (part 1).srt
17 kB
8. Appendix/12. What order should I take your courses in (part 2).mp4
38 MB
8. Appendix/12. What order should I take your courses in (part 2).srt
25 kB
8. Appendix/2. Windows-Focused Environment Setup 2018.mp4
186 MB
8. Appendix/2. Windows-Focused Environment Setup 2018.srt
22 kB
8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
44 MB
8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt
17 kB
8. Appendix/4. How to Code by Yourself (part 1).mp4
24 MB
8. Appendix/4. How to Code by Yourself (part 1).srt
28 kB
8. Appendix/5. How to Code by Yourself (part 2).mp4
15 MB
8. Appendix/5. How to Code by Yourself (part 2).srt
16 kB
8. Appendix/6. How to Uncompress a .tar.gz file.mp4
5.4 MB
8. Appendix/6. How to Uncompress a .tar.gz file.srt
4.4 kB
8. Appendix/7. How to Succeed in this Course (Long Version).mp4
18 MB
8. Appendix/7. How to Succeed in this Course (Long Version).srt
16 kB
8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
39 MB
8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt
34 kB
8. Appendix/9. Python 2 vs Python 3.mp4
7.8 MB
8. Appendix/9. Python 2 vs Python 3.srt
6.7 kB
Readme.txt
962 B
[GigaCourse.com].url
49 B