[DesireCourse Com] Udemy - Deep Learning GANs and Variational Autoencoders


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Torrent File Content (43 files)


[DesireCourse.Com] Udemy - Deep Learning GANs and Variational Autoencoders
    01 Introduction and Outline
          001 Welcome.mp4 -
8.25 MB

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

          003 Where to get the code and data.mp4 -
3.58 MB

          004 How to succeed in this course.mp4 -
4.82 MB

    02 Generative Modeling Review
          005 What does it mean to Sample.mp4 -
8.45 MB

          006 Sampling Demo Bayes Classifier.mp4 -
4.14 MB

          007 Gaussian Mixture Model Review.mp4 -
18.35 MB

          008 Sampling Demo Bayes Classifier with GMM.mp4 -
8.41 MB

          009 Why do we care about generating samples.mp4 -
23.91 MB

          010 Neural Network and Autoencoder Review.mp4 -
9.21 MB

          011 Tensorflow Warmup.mp4 -
9.32 MB

          012 Theano Warmup.mp4 -
6.34 MB

    03 Variational Autoencoders
          013 Variational Autoencoders Section Introduction.mp4 -
4.92 MB

          014 Variational Autoencoder Architecture.mp4 -
9.88 MB

          015 Parameterizing a Gaussian with a Neural Network.mp4 -
14.96 MB

          016 The Latent Space Predictive Distributions and Samples.mp4 -
4.01 MB

          017 Cost Function.mp4 -
13.02 MB

          018 Tensorflow Implementation pt 1.mp4 -
12.59 MB

          019 Tensorflow Implementation pt 2.mp4 -
2.64 MB

          020 Tensorflow Implementation pt 3.mp4 -
27.35 MB

          021 The Reparameterization Trick.mp4 -
4.02 MB

          022 Theano Implementation.mp4 -
15.35 MB

          023 Visualizing the Latent Space.mp4 -
6.44 MB

          024 Bayesian Perspective.mp4 -
17.78 MB

          025 Variational Autoencoder Section Summary.mp4 -
6.82 MB

    04 Generative Adversarial Networks GANs
          026 GAN - Basic Principles.mp4 -
9.48 MB

          027 GAN Cost Function pt 1.mp4 -
12.84 MB

          028 GAN Cost Function pt 2.mp4 -
8.28 MB

          029 DCGAN.mp4 -
13.66 MB

          030 Batch Normalization Review.mp4 -
6.82 MB

          031 Fractionally-Strided Convolution.mp4 -
15.17 MB

          032 Tensorflow Implementation Notes.mp4 -
12.07 MB

          033 Tensorflow Implementation.mp4 -
27.65 MB

          034 Theano Implementation Notes.mp4 -
12.67 MB

          035 Theano Implementation.mp4 -
29.34 MB

          036 GAN Summary.mp4 -
8.74 MB

    05 Appendix
          037 How to How to install Numpy Theano Tensorflow etc....mp4 -
43.92 MB

          038 How to Succeed in this Course Long Version.mp4 -
9.52 MB

          039 How to Code by Yourself part 1.mp4 -
13.64 MB

          040 How to Code by Yourself part 2.mp4 -
14.8 MB

          041 Where to get discount coupons and FREE deep learning material.mp4 -
3.37 MB

     [DesireCourse.Com].txt -
754 bytes

     [DesireCourse.Com].url -
51 bytes



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