01 Introduction and Outline

  002 Where does this course fit into your deep learning studies.mp4

  004 How to succeed in this course.mp4

 02 Generative Modeling Review

  006 Sampling Demo Bayes Classifier.mp4

  008 Sampling Demo Bayes Classifier with GMM.mp4

  010 Neural Network and Autoencoder Review.mp4

  012 Theano Warmup.mp4

 03 Variational Autoencoders

  014 Variational Autoencoder Architecture.mp4

  016 The Latent Space Predictive Distributions and Samples.mp4

  018 Tensorflow Implementation pt 1.mp4

  020 Tensorflow Implementation pt 3.mp4

  022 Theano Implementation.mp4

  024 Bayesian Perspective.mp4

 04 Generative Adversarial Networks GANs

  027 GAN Cost Function pt 1.mp4

  029 DCGAN.mp4

  031 Fractionally-Strided Convolution.mp4

  033 Tensorflow Implementation.mp4

  035 Theano Implementation.mp4

 05 Appendix

  038 How to Succeed in this Course Long Version.mp4

  040 How to Code by Yourself part 2.mp4

 [DesireCourse.Com].txt