Artificial Intelligence

Deep learning review

  • Deep Learning: Practice and Trends, Deepmind, 2017 pdf

Deep learning operations

  • A guide to convolution arithmetic for deep learning, Vincent Dumoulin, 2016 pdf_annotated
  • Inception module in GoogLeNet pdf_annotated

Online lectures

Machine learning cheatsheet

  • S. Amidi’s Machine Learning Cheatsheet link
  • S. Amidi’s Deep Learning Cheatsheet link

Bayesian networks

  • Introduction to Bayesian Network slide blog

Support vector machines


  • Data flow design for back propagation link


  • GAN 1시간 요약 link


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