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[UdemyCourseDownloader] Deep Learning Convolutional Neural Networks in Python

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1 GB

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Files

95

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Other

Added

12/01/18 at 12:04pm GMT+1

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Verified by VeriPLUS

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f87108cfc8e8e041ea4be855e2b1e0820e2c772b

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Description

Description

This is the 3rd part in my Data Science and Machine Learning series on Deep Learning in Python. At this point, you already know a lot about neural networks and deep learning, including not just the basics like backpropagation, but how to improve it using modern techniques like momentum and adaptive learning rates. You've already written deep neural networks in Theano and TensorFlow, and you know how to run code using the GPU.

File list

[UdemyCourseDownloader] Deep Learning Convolutional Neural Networks in Python
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 18.9 MB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.srt 6 KB
1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.mp4 10.1 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 82.2 MB
2. Convolution/1. Real-Life Examples of Convolution.srt 9.3 KB
2. Convolution/2. Beginner's Guide to Convolution.mp4 34.3 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 12.1 MB
2. Convolution/4. Convolution example with audio Echo.srt 6.7 KB
2. Convolution/5. Convolution example with images Gaussian Blur.mp4 12.3 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 18.3 MB
2. Convolution/7. Write Convolution Yourself.srt 11.6 KB
2. Convolution/8. Alternative Views on Convolution.mp4 10.2 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 14.7 KB
3. Convolutional Neural Network Description/4. Tracking Shapes in a CNN.mp4 13.2 MB
3. Convolutional Neural Network Description/4. Tracking Shapes in a CNN.srt 21.3 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 21.7 MB
3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.srt 19.7 KB
4. Convolutional Neural Network in Theano/1. Theano - Building the CNN components.mp4 7 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 39.4 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 79.1 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 19.6 MB
6. Practical Tips/2. Advanced CNNs and how to Design your Own.srt 15.8 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 21.4 MB
7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.srt 19.8 KB
7. Project Facial Expression Recognition/3. The class imbalance problem.mp4 10.1 MB
7. Project Facial Expression Recognition/3. The class imbalance problem.srt 9 KB
7. Project Facial Expression Recognition/4. Utilities walkthrough.mp4 13.5 MB
7. Project Facial Expression Recognition/4. Utilities walkthrough.srt 6.7 KB
7. Project Facial Expression Recognition/5. Convolutional Net in Theano.mp4 51.7 MB
7. Project Facial Expression Recognition/5. Convolutional Net in Theano.srt 19.6 KB
7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.mp4 47.7 MB
7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.srt 17.7 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 17.8 MB
8. Appendix/10. Is Theano Dead.srt 13.8 KB
8. Appendix/11. What order should I take your courses in (part 1).mp4 29.3 MB
8. Appendix/11. What order should I take your courses in (part 1).srt 17.1 KB
8. Appendix/12. What order should I take your courses in (part 2).mp4 37.6 MB
8. Appendix/12. What order should I take your courses in (part 2).srt 25.1 KB
8. Appendix/2. Windows-Focused Environment Setup 2018.mp4 186.4 MB
8. Appendix/2. Windows-Focused Environment Setup 2018.srt 21.6 KB
8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.9 MB
8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt 16.8 KB
8. Appendix/4. How to Code by Yourself (part 1).mp4 24.5 MB
8. Appendix/4. How to Code by Yourself (part 1).srt 27.8 KB
8. Appendix/5. How to Code by Yourself (part 2).mp4 14.8 MB
8. Appendix/5. How to Code by Yourself (part 2).srt 16.1 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 18.3 MB
8. Appendix/7. How to Succeed in this Course (Long Version).srt 15.5 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 33.9 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
Udemy Course downloader.txt 94 B

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