Udemy-deep-learning-gans-1JdHA
01 Introduction and Outline\\/001 Welcome.mp48.25MB
01 Introduction and Outline\\/002 Where does this course fit into your deep learning studies.mp43.92MB
01 Introduction and Outline\\/003 Where to get the code and data.mp43.58MB
01 Introduction and Outline\\/004 How to succeed in this course.mp44.82MB
02 Generative Modeling Review\\/005 What does it mean to Sample.mp48.45MB
02 Generative Modeling Review\\/006 Sampling Demo Bayes Classifier.mp44.14MB
02 Generative Modeling Review\\/007 Gaussian Mixture Model Review.mp418.35MB
02 Generative Modeling Review\\/008 Sampling Demo Bayes Classifier with GMM.mp48.41MB
02 Generative Modeling Review\\/009 Why do we care about generating samples.mp423.91MB
02 Generative Modeling Review\\/010 Neural Network and Autoencoder Review.mp49.21MB
02 Generative Modeling Review\\/011 Tensorflow Warmup.mp49.32MB
02 Generative Modeling Review\\/012 Theano Warmup.mp46.34MB
03 Variational Autoencoders\\/013 Variational Autoencoders Section Introduction.mp44.92MB
03 Variational Autoencoders\\/014 Variational Autoencoder Architecture.mp49.88MB
03 Variational Autoencoders\\/015 Parameterizing a Gaussian with a Neural Network.mp414.96MB
03 Variational Autoencoders\\/016 The Latent Space Predictive Distributions and Samples.mp44.01MB
03 Variational Autoencoders\\/017 Cost Function.mp413.02MB
03 Variational Autoencoders\\/018 Tensorflow Implementation pt 1.mp412.59MB
03 Variational Autoencoders\\/019 Tensorflow Implementation pt 2.mp42.64MB
03 Variational Autoencoders\\/020 Tensorflow Implementation pt 3.mp427.35MB
03 Variational Autoencoders\\/021 The Reparameterization Trick.mp44.02MB
03 Variational Autoencoders\\/022 Theano Implementation.mp415.35MB
03 Variational Autoencoders\\/023 Visualizing the Latent Space.mp46.44MB
03 Variational Autoencoders\\/024 Bayesian Perspective.mp417.78MB
03 Variational Autoencoders\\/025 Variational Autoencoder Section Sumry.mp46.82MB
04 Generative Adversarial Networks GANs\\/026 GAN - Basic Principles.mp49.48MB
04 Generative Adversarial Networks GANs\\/027 GAN Cost Function pt 1.mp412.84MB
04 Generative Adversarial Networks GANs\\/028 GAN Cost Function pt 2.mp48.28MB
04 Generative Adversarial Networks GANs\\/029 DCGAN.mp413.66MB
04 Generative Adversarial Networks GANs\\/030 Batch Norlization Review.mp46.82MB
04 Generative Adversarial Networks GANs\\/031 Fractionally-Strided Convolution.mp415.17MB
04 Generative Adversarial Networks GANs\\/032 Tensorflow Implementation Notes.mp412.07MB
04 Generative Adversarial Networks GANs\\/033 Tensorflow Implementation.mp427.65MB
04 Generative Adversarial Networks GANs\\/034 Theano Implementation Notes.mp412.67MB
04 Generative Adversarial Networks GANs\\/035 Theano Implementation.mp429.34MB
04 Generative Adversarial Networks GANs\\/036 GAN Sumry.mp48.74MB
05 Appendix\\/037 How to How to install Numpy Theano Tensorflow etc....mp443.92MB
05 Appendix\\/038 How to Succeed in this Course Long Version.mp49.52MB
05 Appendix\\/039 How to Code by Yourself part 1.mp413.64MB
05 Appendix\\/040 How to Code by Yourself part 2.mp414.80MB
05 Appendix\\/041 Where to get discount coupons and FREE deep learning terial.mp43.37MB
- CreateTime2022-06-29
- UpdateTime2022-07-09
- FileTotalCount45
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