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Introduction to Generative Adversarial Networks

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Publisher : Denis Volkhonskiy

Course Language : English

How to generate  images from noise? Is it really possible?

Generative Adversarial Networks were invented in 2014 and since that time it is a breakthrough in the Deep Learning for generation of new objects. And in this free course, you can study GANs framework.

This course has rather strong prerequisites:

  • Deep Learning and Machine Learning

  • Matrix Calculus

  • Probability Theory and Statistics

Here are tips for taking most from the course:

  1. If you don't understand something, ask questions. In case of common questions I will make a new video for everybody.

  2. Use handwritten notes. Not bookmarks and keyboard typing! Handwritten notes!

  3. Don't try to remember all, try to analyse the material.