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2. Convolution/1. Real-Life Examples of Convolution.mp4 86.2 MB
5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.mp4 82.9 MB
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4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.mp4 41.3 MB
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8. Appendix/4. How to Code by Yourself (part 1).mp4 25.7 MB
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1. Outline and Review/2. Review of Important Concepts.mp4 6.0 MB
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1. Outline and Review/3. Where to get the code and data for this course.srt 5.0 kB
1. Outline and Review/4. How to Succeed in this Course.mp4 6.7 MB
1. Outline and Review/4. How to Succeed in this Course.srt 4.4 kB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4 19.8 MB
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1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.mp4 10.6 MB
1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.srt 4.5 kB
2. Convolution/1. Real-Life Examples of Convolution.mp4 86.2 MB
2. Convolution/1. Real-Life Examples of Convolution.srt 9.5 kB
2. Convolution/2. Beginner's Guide to Convolution.mp4 36.0 MB
2. Convolution/2. Beginner's Guide to Convolution.srt 8.4 kB
2. Convolution/3. What is convolution.mp4 9.0 MB
2. Convolution/3. What is convolution.srt 9.6 kB
2. Convolution/4. Convolution example with audio Echo.mp4 12.7 MB
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8. Appendix/2. Windows-Focused Environment Setup 2018.mp4 195.5 MB
2. Convolution/1. Real-Life Examples of Convolution.mp4 86.2 MB
5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.mp4 82.9 MB
7. Project Facial Expression Recognition/5. Convolutional Net in Theano.mp4 54.2 MB
7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.mp4 50.0 MB
8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.0 MB
4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.mp4 41.3 MB
8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.8 MB
8. Appendix/12. What order should I take your courses in (part 2).mp4 39.4 MB
2. Convolution/2. Beginner's Guide to Convolution.mp4 36.0 MB
8. Appendix/11. What order should I take your courses in (part 1).mp4 30.8 MB
8. Appendix/4. How to Code by Yourself (part 1).mp4 25.7 MB
3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.mp4 22.7 MB
7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4 22.5 MB
6. Practical Tips/2. Advanced CNNs and how to Design your Own.mp4 20.5 MB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4 19.8 MB
2. Convolution/7. Write Convolution Yourself.mp4 19.2 MB
8. Appendix/7. How to Succeed in this Course (Long Version).mp4 19.2 MB
8. Appendix/10. Is Theano Dead.mp4 18.7 MB
8. Appendix/5. How to Code by Yourself (part 2).mp4 15.5 MB

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[ DevCourseWeb.com ] Udemy - Optimizers in Machine Learning and Deep Learning

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~Get Your Files Here !/5 - Adagrad/1 - Adagrad - Intro.mp4 84.3 MB
~Get Your Files Here !/8 - Gradient derivation for different loss and activation functions/5 - SGD with Sigmoid Activation and Binary Log loss - Part 1.mp4 81.1 MB
~Get Your Files Here !/3 - Momentum/2 - Momentum - Excel implementation.mp4 77.2 MB
~Get Your Files Here !/8 - Gradient derivation for different loss and activation functions/4 - SGD with ReLu Activation and Mean Absolute Error.mp4 73.6 MB
~Get Your Files Here !/4 - NAG/2 - NAG - Excel implementation.mp4 69.9 MB
~Get Your Files Here !/7 - Adam/2 - Adam - Excel implementation.mp4 59.0 MB
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