机器学习路线

我的机器学习入门方案

课程

Machine Learning: Coursera Stanford Ng-Machine Learning

Deep Learning: Coursera Ng-Deeplearning.ai

Reinforcement Learning: UC Berkeley- Intro to AI

Deep Reinforcement Learning: CS 294: Deep Reinforcement Learning Videos. Also can check the prerequisites there.

optional:

1. Coursera: Geoffrey Hinton-Neural Networks for Machine Learning
2. Coursera: Daphne Koller-Probabilistic Graphical Models

Books:

1. Ian Goodfellow-Deep Learning
2. Michael Nielsen-Neural Networks and Deep Learning