FreeTutorials Us Udemy deep learning gans and variational autoencoders

FreeTutorials Us Udemy deep learning gans and variational autoencoders

Name	[FreeTutorials.Us] Udemy - deep-learning-gans-and-variational-autoencoders	DOWNLOAD Copy Link
Total Size	514.3 MB
Total Files	45
Hash	C72A1F76202AC0646218BA3BC3D7AB7D884BDB52

/01 Introduction and Outline/
001 Welcome.mp4	8.7 MB
002 Where does this course fit into your deep learning studies.mp4	4.1 MB
003 Where to get the code and data.mp4	3.8 MB
004 How to succeed in this course.mp4	5.1 MB
/02 Generative Modeling Review/
005 What does it mean to Sample.mp4	8.9 MB
006 Sampling Demo Bayes Classifier.mp4	4.3 MB
007 Gaussian Mixture Model Review.mp4	19.2 MB
008 Sampling Demo Bayes Classifier with GMM.mp4	8.8 MB
009 Why do we care about generating samples.mp4	25.1 MB
010 Neural Network and Autoencoder Review.mp4	9.7 MB
011 Tensorflow Warmup.mp4	9.8 MB
012 Theano Warmup.mp4	6.7 MB
/03 Variational Autoencoders/
013 Variational Autoencoders Section Introduction.mp4	5.2 MB
014 Variational Autoencoder Architecture.mp4	10.4 MB
015 Parameterizing a Gaussian with a Neural Network.mp4	15.7 MB
016 The Latent Space Predictive Distributions and Samples.mp4	4.2 MB
017 Cost Function.mp4	13.7 MB
018 Tensorflow Implementation pt 1.mp4	13.2 MB
019 Tensorflow Implementation pt 2.mp4	2.8 MB
020 Tensorflow Implementation pt 3.mp4	28.7 MB
021 The Reparameterization Trick.mp4	4.2 MB
022 Theano Implementation.mp4	16.1 MB
023 Visualizing the Latent Space.mp4	6.8 MB
024 Bayesian Perspective.mp4	18.6 MB
025 Variational Autoencoder Section Summary.mp4	7.2 MB
/04 Generative Adversarial Networks GANs/
026 GAN - Basic Principles.mp4	9.9 MB
027 GAN Cost Function pt 1.mp4	13.5 MB
028 GAN Cost Function pt 2.mp4	8.7 MB
029 DCGAN.mp4	14.3 MB
030 Batch Normalization Review.mp4	7.2 MB
031 Fractionally-Strided Convolution.mp4	15.9 MB
032 Tensorflow Implementation Notes.mp4	12.7 MB
033 Tensorflow Implementation.mp4	29.0 MB
034 Theano Implementation Notes.mp4	13.3 MB
035 Theano Implementation.mp4	30.8 MB
036 GAN Summary.mp4	9.2 MB
/05 Appendix/
037 How to How to install Numpy Theano Tensorflow etc....mp4	46.0 MB
038 How to Succeed in this Course Long Version.mp4	10.0 MB
039 How to Code by Yourself part 1.mp4	14.3 MB
040 How to Code by Yourself part 2.mp4	15.5 MB
041 Where to get discount coupons and FREE deep learning material.mp4	3.5 MB
/
[FreeCoursesOnline.Us].txt	0.1 KB
FreeCoursesOnline.Us.url	0.2 KB
[FreeTutorials.Us].txt	0.1 KB
Freetutorials.Us.url	0.1 KB
Total files 45