Deep Learning: GANs and Variational Autoencoders

Course content

  • Introduction and Outline
  • Generative Modeling Review
  • Variational Autoencoders
  • Generative Adversarial Networks (GANs)
  • Theano and Tensorflow Basics Review
  • Setting Up Your Environment (FAQ by Student Request)
  • Extra Help With Python Coding for Beginners (FAQ by Student Request)
  • Effective Learning Strategies for Machine Learning (FAQ by Student Request)
  • Appendix / FAQ Finale

Deep Learning: GANs and Variational Autoencoders

Course content

  • Introduction and Outline
  • Generative Modeling Review
  • Variational Autoencoders
  • Generative Adversarial Networks (GANs)
  • Theano and Tensorflow Basics Review
  • Setting Up Your Environment (FAQ by Student Request)
  • Extra Help With Python Coding for Beginners (FAQ by Student Request)
  • Effective Learning Strategies for Machine Learning (FAQ by Student Request)
  • Appendix / FAQ Finale