Materials for Learning Machine Learning

Lately, myself and a friend have become rather interested in learning more about machine learning. I’ve been trying to start a collection of learning materials that I either found useful or mean to go through at some point, and thought I’d write a post about it. I’m hoping this can help people who are just starting out and those who know more than me could comment and point me towards some additional material I can link to and look into myself.

**Update** Had a great response on Reddit, thanks so much for all the suggestions that have flooded in! I’ve added quite a few new links that looked good, and am currently reviewing some other materials I’ll link to soon. This list will continue to evolve with links to new content as I find them (or am alerted by others). Follow me on Twitter for updates and new posts on machine learning, research and statistics.

Teaching Materials


iPython Notebooks

R Markdown


Interesting Links

OpenCV Machine Learning



Amazon Web Services (AWS)

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Computational biology PhD candidate at the Australian National University. I love writing (both articles and software), learning more about the world around us, and beekeeping. I also write for

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2 thoughts on “Materials for Learning Machine Learning

    1. You’re welcome Chris. There’s a few more MOOC links I’m planning to put up in the next few days too that I’ve been reviewing in my spare time 🙂

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