Deep Learning: GANs and Variational Autoencoders

Generative Adversarial Networks and Variational Autoencoders in Python, Theano, and Tensorflow.

What Will I Learn?

• Learn the basic principles of generative models
• Build a variational autoencoder in Theano and Tensorflow
• Build a GAN (Generative Adversarial Network) in Theano and Tensorflow

Requirements

• Know how to build a neural network in Theano and/or Tensorflow
• Probability
• Multivariate Calculus
• Numpy, etc.

Includes:

• 7 hours on-demand video
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

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