[FreeTutorials.Us] Udemy - Deep Learning Convolutional Neural Networks in Python
File List
- 8. Appendix/2. Windows-Focused Environment Setup 2018.mp4 186.4 MB
- 2. Convolution/1. Real-Life Examples of Convolution.mp4 82.2 MB
- 5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.mp4 79.1 MB
- 7. Project Facial Expression Recognition/5. Convolutional Net in Theano.mp4 51.7 MB
- 7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.mp4 47.7 MB
- 8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.9 MB
- 4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.mp4 39.4 MB
- 8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 39.0 MB
- 8. Appendix/12. What order should I take your courses in (part 2).mp4 37.6 MB
- 2. Convolution/2. Beginner's Guide to Convolution.mp4 34.3 MB
- 8. Appendix/11. What order should I take your courses in (part 1).mp4 29.3 MB
- 8. Appendix/4. How to Code by Yourself (part 1).mp4 24.5 MB
- 3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.mp4 21.7 MB
- 7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4 21.4 MB
- 6. Practical Tips/2. Advanced CNNs and how to Design your Own.mp4 19.6 MB
- 1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4 18.9 MB
- 2. Convolution/7. Write Convolution Yourself.mp4 18.3 MB
- 8. Appendix/7. How to Succeed in this Course (Long Version).mp4 18.3 MB
- 8. Appendix/10. Is Theano Dead.mp4 17.8 MB
- 8. Appendix/5. How to Code by Yourself (part 2).mp4 14.8 MB
- 7. Project Facial Expression Recognition/4. Utilities walkthrough.mp4 13.5 MB
- 3. Convolutional Neural Network Description/4. Tracking Shapes in a CNN.mp4 13.2 MB
- 2. Convolution/5. Convolution example with images Gaussian Blur.mp4 12.3 MB
- 2. Convolution/4. Convolution example with audio Echo.mp4 12.1 MB
- 2. Convolution/8. Alternative Views on Convolution.mp4 10.2 MB
- 7. Project Facial Expression Recognition/3. The class imbalance problem.mp4 10.1 MB
- 1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.mp4 10.1 MB
- 7. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.mp4 9.8 MB
- 4. Convolutional Neural Network in Theano/3. Visualizing the Learned Filters.mp4 8.9 MB
- 2. Convolution/3. What is convolution.mp4 8.5 MB
- 3. Convolutional Neural Network Description/3. Convolution on 3-D Images.mp4 8.5 MB
- 3. Convolutional Neural Network Description/2. Architecture of a CNN.mp4 8.5 MB
- 2. Convolution/6. Convolution example with images Edge Detection.mp4 7.9 MB
- 8. Appendix/9. Python 2 vs Python 3.mp4 7.8 MB
- 4. Convolutional Neural Network in Theano/1. Theano - Building the CNN components.mp4 7.0 MB
- 1. Outline and Review/4. How to Succeed in this Course.mp4 6.4 MB
- 5. Convolutional Neural Network in TensorFlow/1. TensorFlow - Building the CNN components.mp4 5.9 MB
- 1. Outline and Review/2. Review of Important Concepts.mp4 5.7 MB
- 1. Outline and Review/3. Where to get the code and data for this course.mp4 5.6 MB
- 8. Appendix/1. What is the Appendix.mp4 5.5 MB
- 8. Appendix/6. How to Uncompress a .tar.gz file.mp4 5.4 MB
- 6. Practical Tips/1. Practical Image Processing Tips.mp4 4.9 MB
- 3. Convolutional Neural Network Description/6. Convolution and Pooling Gradients.mp4 4.2 MB
- 3. Convolutional Neural Network Description/5. Relationship to Biology.mp4 3.9 MB
- 3. Convolutional Neural Network Description/1. Translational Invariance.mp4 3.6 MB
- 1. Outline and Review/1. Introduction and Outline.mp4 2.9 MB
- 7. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary.mp4 2.9 MB
- 8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt 33.9 KB
- 8. Appendix/4. How to Code by Yourself (part 1).srt 27.8 KB
- 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.srt 21.6 KB
- 3. Convolutional Neural Network Description/4. Tracking Shapes in a CNN.srt 21.3 KB
- 7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.srt 19.8 KB
- 3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.srt 19.7 KB
- 7. Project Facial Expression Recognition/5. Convolutional Net in Theano.srt 19.6 KB
- 7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.srt 17.7 KB
- 8. Appendix/11. What order should I take your courses in (part 1).srt 17.1 KB
- 8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt 16.8 KB
- 8. Appendix/5. How to Code by Yourself (part 2).srt 16.1 KB
- 6. Practical Tips/2. Advanced CNNs and how to Design your Own.srt 15.8 KB
- 8. Appendix/7. How to Succeed in this Course (Long Version).srt 15.5 KB
- 3. Convolutional Neural Network Description/3. Convolution on 3-D Images.srt 14.7 KB
- 8. Appendix/10. Is Theano Dead.srt 13.8 KB
- 2. Convolution/7. Write Convolution Yourself.srt 11.6 KB
- 2. Convolution/3. What is convolution.srt 9.4 KB
- 2. Convolution/1. Real-Life Examples of Convolution.srt 9.3 KB
- 7. Project Facial Expression Recognition/3. The class imbalance problem.srt 9.0 KB
- 2. Convolution/8. Alternative Views on Convolution.srt 8.7 KB
- 3. Convolutional Neural Network Description/2. Architecture of a CNN.srt 8.3 KB
- 2. Convolution/2. Beginner's Guide to Convolution.srt 8.2 KB
- 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.srt 6.9 KB
- 7. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.srt 6.9 KB
- 2. Convolution/4. Convolution example with audio Echo.srt 6.7 KB
- 7. Project Facial Expression Recognition/4. Utilities walkthrough.srt 6.7 KB
- 8. Appendix/9. Python 2 vs Python 3.srt 6.7 KB
- 1. Outline and Review/2. Review of Important Concepts.srt 6.4 KB
- 5. Convolutional Neural Network in TensorFlow/1. TensorFlow - Building the CNN components.srt 6.3 KB
- 1. Outline and Review/5. Tensorflow or Theano - Your Choice!.srt 6.0 KB
- 5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.srt 5.9 KB
- 4. Convolutional Neural Network in Theano/3. Visualizing the Learned Filters.srt 5.9 KB
- 6. Practical Tips/1. Practical Image Processing Tips.srt 5.4 KB
- 1. Outline and Review/3. Where to get the code and data for this course.srt 4.9 KB
- 3. Convolutional Neural Network Description/6. Convolution and Pooling Gradients.srt 4.6 KB
- 1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.srt 4.4 KB
- 8. Appendix/6. How to Uncompress a .tar.gz file.srt 4.4 KB
- 1. Outline and Review/4. How to Succeed in this Course.srt 4.3 KB
- 2. Convolution/5. Convolution example with images Gaussian Blur.srt 4.1 KB
- 3. Convolutional Neural Network Description/1. Translational Invariance.srt 4.1 KB
- 8. Appendix/1. What is the Appendix.srt 3.8 KB
- 3. Convolutional Neural Network Description/5. Relationship to Biology.srt 3.7 KB
- 1. Outline and Review/1. Introduction and Outline.srt 3.5 KB
- 2. Convolution/6. Convolution example with images Edge Detection.srt 3.3 KB
- 7. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary.srt 1.7 KB
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