Getting into Machine Learning

Thu 06 December 2018

Update: I've published a newer version of this post.

If you are interested in getting started with Machine Learning, the TensorFlow Playground is a good way of building some intuition.

For a first introduction to the field, I recommend Neural Networks and Deep Learning, followed by the Deep Learning book.

To dive into a specific topic quickly, the TensorFlow tutorials are also great, Dive into Deep Learning has a lot of detail as well.

For Reinforcement Learning specifically, the standard text is Reinforcement Learning: An Introduction. Dave's UCL Course on RL is great too (playlist of all lectures).

Tags: ai, programming