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Artificial Intelligence

I'm on a journey to learn AI. Here is where I track my progress and share my notes.

I last updated this page on February 19, 2021.

Current Status

  • Attending Andrew Ng's Coursera Machine Learning
  • Reading Human Compatible: Artificial Intelligence and the Problem of Control

To Do

  • Read Deep Learning
  • Read Artificial Intelligence: A Modern Approach
  • Read Mathematics for Machine Learning
  • Attend Andrew Ng's Coursera Deep Learning
  • Attend MIT's Introduction to Algorithms
  • Watch DeepMind's YouTube videos

Notes

General reading

  • (Book) T-Minus AI: Humanity’s Countdown to Artificial Intelligence and the New Pursuit of Global Power

Convolutional Neural Networks (CNNs)

  • (Paper) AlexNet: ImageNet Classification with Deep Convolutional Neural Networks

Recurrent Neural Networks (RNNs)

  • (Blog post) The Unreasonable Effectiveness of Recurrent Neural Networks

Transformers

  • (Paper) Attention Is All You Need