ML Resources

Here are a selection of machine learning, AI and NLP resources you may find helpful.

Getting Started with AI and ML

I wrote some articles about the machine learning development cycle and how you should train and test models back when I worked at IBM.

Essays and FAQs

An assortment of essays and articles on philosophical concepts and frequently-asked-questions around AI concepts:

Other people’s stuff

  • If you’re interested in NLP I’d certainly suggest subscribing to Sebastian Ruder’s NLP Newsletter which provides highlights about state-of-the-art NLP stuff.
  • colah’s blog provides lots of good explanations for some fairly complex neural models
  • Joseph Misiti’s awesome machine learning repository provides a curated set of ML resources in a github repository.