FreeCourseSite com Udemy Deep Learning GANs and Variational Autoencoders

FreeCourseSite com Udemy Deep Learning GANs and Variational Autoencoders

Name	[FreeCourseSite.com] Udemy - Deep Learning GANs and Variational Autoencoders	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.3 GB
Total Files	109
Last Seen	2025-05-27 23:46
Hash	77AB3725431AE1D8A5AD83DB04D685055FF92B8C

/1. Introduction and Outline/
1. Welcome.mp4	4.3 MB
1. Welcome.vtt	4.9 KB
2. Where does this course fit into your deep learning studies.mp4	4.1 MB
2. Where does this course fit into your deep learning studies.vtt	5.7 KB
3. Where to get the code and data.mp4	3.8 MB
3. Where to get the code and data.vtt	4.0 KB
4. How to succeed in this course.mp4	5.1 MB
4. How to succeed in this course.vtt	5.7 KB
/2. Generative Modeling Review/
1. What does it mean to Sample.mp4	4.4 MB
1. What does it mean to Sample.vtt	5.1 KB
2. Sampling Demo Bayes Classifier.mp4	4.4 MB
2. Sampling Demo Bayes Classifier.vtt	3.4 KB
3. Gaussian Mixture Model Review.mp4	9.9 MB
3. Gaussian Mixture Model Review.vtt	9.9 MB
4. Sampling Demo Bayes Classifier with GMM.mp4	4.5 MB
4. Sampling Demo Bayes Classifier with GMM.vtt	3.7 KB
5. Why do we care about generating samples.mp4	17.4 MB
5. Why do we care about generating samples.vtt	12.4 KB
6. Neural Network and Autoencoder Review.mp4	9.7 MB
6. Neural Network and Autoencoder Review.vtt	8.2 KB
7. Tensorflow Warmup.mp4	5.5 MB
7. Tensorflow Warmup.vtt	3.9 KB
8. Theano Warmup.mp4	6.7 MB
8. Theano Warmup.vtt	4.7 KB
/3. Variational Autoencoders/
1. Variational Autoencoders Section Introduction.mp4	5.2 MB
1. Variational Autoencoders Section Introduction.vtt	6.2 KB
10. Theano Implementation.mp4	16.1 MB
10. Theano Implementation.vtt	10.5 KB
11. Visualizing the Latent Space.mp4	3.8 MB
11. Visualizing the Latent Space.vtt	3.0 KB
12. Bayesian Perspective.mp4	9.0 MB
12. Bayesian Perspective.vtt	10.1 KB
13. Variational Autoencoder Section Summary.mp4	3.4 MB
13. Variational Autoencoder Section Summary.vtt	4.2 KB
2. Variational Autoencoder Architecture.mp4	4.9 MB
2. Variational Autoencoder Architecture.vtt	28.6 MB
3. Parameterizing a Gaussian with a Neural Network.mp4	10.3 MB
3. Parameterizing a Gaussian with a Neural Network.vtt	7.7 KB
4. The Latent Space, Predictive Distributions and Samples.mp4	4.2 MB
4. The Latent Space, Predictive Distributions and Samples.vtt	5.6 KB
5. Cost Function.mp4	6.9 MB
5. Cost Function.vtt	7.7 KB
6. Tensorflow Implementation (pt 1).mp4	35.7 MB
6. Tensorflow Implementation (pt 1).vtt	7.7 KB
7. Tensorflow Implementation (pt 2).mp4	24.4 MB
7. Tensorflow Implementation (pt 2).vtt	2.4 KB
8. Tensorflow Implementation (pt 3).mp4	14.7 MB
8. Tensorflow Implementation (pt 3).vtt	9.4 KB
9. The Reparameterization Trick.mp4	4.2 MB
9. The Reparameterization Trick.vtt	5.3 KB
/4. Generative Adversarial Networks (GANs)/
1. GAN - Basic Principles.mp4	5.3 MB
1. GAN - Basic Principles.vtt	6.0 KB
10. Theano Implementation.mp4	30.8 MB
10. Theano Implementation.vtt	20.7 KB
11. GAN Summary.mp4	9.2 MB
11. GAN Summary.vtt	11.3 KB
2. GAN Cost Function (pt 1).mp4	6.5 MB
2. GAN Cost Function (pt 1).vtt	7.9 KB
3. GAN Cost Function (pt 2).mp4	28.8 MB
3. GAN Cost Function (pt 2).vtt	7.3 KB
4. DCGAN.mp4	10.0 MB
4. DCGAN.vtt	8.3 KB
5. Batch Normalization Review.mp4	7.2 MB
5. Batch Normalization Review.vtt	9.1 KB
6. Fractionally-Strided Convolution.mp4	7.8 MB
6. Fractionally-Strided Convolution.vtt	9.6 KB
7. Tensorflow Implementation Notes.mp4	12.7 MB
7. Tensorflow Implementation Notes.vtt	15.6 KB
8. Tensorflow Implementation.mp4	29.0 MB
8. Tensorflow Implementation.vtt	18.9 KB
9. Theano Implementation Notes.mp4	6.9 MB
9. Theano Implementation Notes.vtt	8.8 KB
/5. Theano and Tensorflow Basics Review/
1. (Review) Theano Basics.mp4	98.0 MB
1. (Review) Theano Basics.vtt	6.5 KB
2. (Review) Theano Neural Network in Code.mp4	91.2 MB
2. (Review) Theano Neural Network in Code.vtt	3.4 KB
3. (Review) Tensorflow Basics.mp4	85.4 MB
3. (Review) Tensorflow Basics.vtt	5.2 KB
4. (Review) Tensorflow Neural Network in Code.mp4	102.0 MB
4. (Review) Tensorflow Neural Network in Code.vtt	4.9 KB
/6. Appendix/
1. What is the Appendix.mp4	5.7 MB
1. What is the Appendix.vtt	3.4 KB
10. Python 2 vs Python 3.mp4	8.2 MB
10. Python 2 vs Python 3.vtt	5.5 KB
11. Is Theano Dead.mp4	18.7 MB
11. Is Theano Dead.vtt	11.6 KB
12. What order should I take your courses in (part 1).mp4	30.8 MB
12. What order should I take your courses in (part 1).vtt	14.4 KB
13. What order should I take your courses in (part 2).mp4	39.4 MB
13. What order should I take your courses in (part 2).vtt	20.7 KB
2. Windows-Focused Environment Setup 2018.mp4	195.4 MB
2. Windows-Focused Environment Setup 2018.vtt	17.8 KB
3. How to How to install Numpy, Theano, Tensorflow, etc....mp4	28.6 MB
3. How to How to install Numpy, Theano, Tensorflow, etc....vtt	12.7 KB
4. How to Succeed in this Course (Long Version).mp4	13.6 MB
4. How to Succeed in this Course (Long Version).vtt	13.2 KB
5. How to Code by Yourself (part 1).mp4	14.3 MB
5. How to Code by Yourself (part 1).vtt	20.2 KB
6. How to Code by Yourself (part 2).mp4	9.1 MB
6. How to Code by Yourself (part 2).vtt	11.9 KB
7. Proof that using Jupyter Notebook is the same as not using it.mp4	82.1 MB
7. Proof that using Jupyter Notebook is the same as not using it.vtt	12.5 KB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.9 MB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt	28.4 KB
9. Where to get discount coupons and FREE deep learning material.mp4	3.5 MB
9. Where to get discount coupons and FREE deep learning material.vtt	3.1 KB
/
[CourseClub.NET].url	0.1 KB
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
Total files 109