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