Udemy - Deep Learning Convolutional Neural Networks in Python [GC...

Files:

• 1. Introduction and Outline.mp4 (2.9 MB)
• 1. Introduction and Outline.srt (3.5 KB)
• 2. Review of Important Concepts.mp4 (5.7 MB)
• 2. Review of Important Concepts.srt (6.4 KB)
• 3. Where to get the code and data for this course.mp4 (5.6 MB)
• 3. Where to get the code and data for this course.srt (4.9 KB)
• 4. How to Succeed in this Course.mp4 (6.4 MB)
• 4. How to Succeed in this Course.srt (4.3 KB)
• 5. Tensorflow or Theano - Your Choice!.mp4 (18.9 MB)
• 5. Tensorflow or Theano - Your Choice!.srt (6.0 KB)
• 6. How to load the SVHN data and benchmark a vanilla deep network.mp4 (10.1 MB)
• 6. How to load the SVHN data and benchmark a vanilla deep network.srt (4.4 KB)

• 1. Real-Life Examples of Convolution.mp4 (82.2 MB)
• 1. Real-Life Examples of Convolution.srt (9.3 KB)
• 2. Beginner's Guide to Convolution.mp4 (34.3 MB)
• 2. Beginner's Guide to Convolution.srt (8.2 KB)
• 3. What is convolution.mp4 (8.5 MB)
• 3. What is convolution.srt (9.4 KB)
• 4. Convolution example with audio Echo.mp4 (12.1 MB)
• 4. Convolution example with audio Echo.srt (6.7 KB)
• 5. Convolution example with images Gaussian Blur.mp4 (12.3 MB)
• 5. Convolution example with images Gaussian Blur.srt (4.1 KB)
• 6. Convolution example with images Edge Detection.mp4 (7.9 MB)
• 6. Convolution example with images Edge Detection.srt (3.3 KB)
• 7. Write Convolution Yourself.mp4 (18.3 MB)
• 7. Write Convolution Yourself.srt (11.6 KB)
• 8. Alternative Views on Convolution.mp4 (10.2 MB)
• 8. Alternative Views on Convolution.srt (8.7 KB)

• 1. Translational Invariance.mp4 (3.6 MB)
• 1. Translational Invariance.srt (4.1 KB)
• 2. Architecture of a CNN.mp4 (8.5 MB)
• 2. Architecture of a CNN.srt (8.3 KB)
• 3. Convolution on 3-D Images.mp4 (8.5 MB)
• 3. Convolution on 3-D Images.srt (14.7 KB)
• 4. Tracking Shapes in a CNN.mp4 (13.2 MB)
• 4. Tracking Shapes in a CNN.srt (21.3 KB)
• 5. Relationship to Biology.mp4 (3.9 MB)
• 5. Relationship to Biology.srt (3.7 KB)
• 6. Convolution and Pooling Gradients.mp4 (4.2 MB)
• 6. Convolution and Pooling Gradients.srt (4.6 KB)
• 7. LeNet - How the Shapes Go Together.mp4 (21.7 MB)
• 7. LeNet - How the Shapes Go Together.srt (19.7 KB)

• 1. Theano - Building the CNN components.mp4 (7.0 MB)
• 1. Theano - Building the CNN components.srt (7.2 KB)
• 2. Theano - Full CNN and Test on SVHN.mp4 (39.4 MB)
• 2. Theano - Full CNN and Test on SVHN.srt (6.9 KB)
• 3. Visualizing the Learned Filters.mp4 (8.9 MB)
• 3. Visualizing the Learned Filters.srt (5.9 KB)

• 1. TensorFlow - Building the CNN components.mp4 (5.9 MB)
• 1. TensorFlow - Building the CNN components.srt (6.3 KB)
• 2. TensorFlow - Full CNN and Test on SVHN.mp4 (79.1 MB)
• 2. TensorFlow - Full CNN and Test on SVHN.srt (5.9 KB)

• 1. Practical Image Processing Tips.mp4 (4.9 MB)
• 1. Practical Image Processing Tips.srt (5.4 KB)
• 2. Advanced CNNs and how to Design your Own.mp4 (19.6 MB)
• 2. Advanced CNNs and how to Design your Own.srt (15.8 KB)

• 1. Facial Expression Recognition Project Introduction.mp4 (9.8 MB)
• 1. Facial Expression Recognition Project Introduction.srt (6.9 KB)
• 2. Facial Expression Recognition Problem Description.mp4 (21.4 MB)
• 2. Facial Expression Recognition Problem Description.srt (19.8 KB)
• 3. The class imbalance problem.mp4 (10.1 MB)
• 3. The class imbalance problem.srt (9.0 KB)
• 4. Utilities walkthrough.mp4 (13.5 MB)
• 4. Utilities walkthrough.srt (6.7 KB)
• 5. Convolutional Net in Theano.mp4 (51.7 MB)
• 5. Convolutional Net in Theano.srt (19.6 KB)
• 6. Convolutional Net in TensorFlow.mp4 (47.7 MB)
• 6. Convolutional Net in TensorFlow.srt (17.7 KB)
• 7. Facial Expression Recognition Project Summary.mp4 (2.9 MB)
• 7. Facial Expression Recognition Project Summary.srt (1.7 KB)

• 1. What is the Appendix.mp4 (5.5 MB)
• 1. What is the Appendix.srt (3.8 KB)
• 10. Is Theano Dead.mp4 (17.8 MB)
• 10. Is Theano Dead.srt (13.8 KB)
• 11. What order should I take your courses in (part 1).mp4 (29.3 MB)
• 11. What order should I take your courses in (part 1).srt (17.1 KB)
• 12. What order should I take your courses in (part 2).mp4 (37.6 MB)
• 12. What order should I take your courses in (part 2).srt (25.1 KB)
• 2. Windows-Focused Environment Setup 2018.mp4 (186.4 MB)
• 2. Windows-Focused Environment Setup 2018.srt (21.6 KB)
• 3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 (43.9 MB)
• 3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt (16.8 KB)
• 4. How to Code by Yourself (part 1).mp4 (24.5 MB)
• 4. How to Code by Yourself (part 1).srt (27.8 KB)
• 5. How to Code by Yourself (part 2).mp4 (14.8 MB)
• 5. How to Code by Yourself (part 2).srt (16.1 KB)
• 6. How to Uncompress a .tar.gz file.mp4 (5.4 MB)
• 6. How to Uncompress a .tar.gz file.srt (4.4 KB)
• 7. How to Succeed in this Course (Long Version).mp4 (18.3 MB)
• 7. How to Succeed in this Course (Long Version).srt (15.5 KB)
• 8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 (39.0 MB)
• 8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt (33.9 KB)
• 9. Python 2 vs Python 3.mp4 (7.8 MB)
• 9. Python 2 vs Python 3.srt (6.7 KB)

• Readme.txt (0.9 KB)
• [GigaCourse.com].url (0.0 KB)