Crash Course: Deep Learning

As part of the selective course “Machine Learning for Materials Science” – 11 – 01-2031-vl, this crash course covers 6 subsections:

  1. Recap Machine Learning
  2. Neural Network
  3. Convolutional Neural Network
  4. Recurrent Neural Network
  5. Bayesian Optimization
  6. Microstructure Representation

The simple version of the lecture slides can be downloaded here: