Posted on Thu 06 December 2018

Getting into Machine Learning

Update: I've published a newer version of this post.

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

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

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

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

Tags: ai, programming

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