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This note is outdated. Please check: A collection of learning resources

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Blogs & Tuts

• Airbnb — Engineering & Data Science – Medium.
• AI Curious — Viet Anh's personal blog, in Vietnamese.
• Colah's blog — personal blog.
• Facebook AI Blog.
• Google's AI Hub -- a platform that lets us centralize our code and knowledge in a way that can step up the pace of deployment and learnings globally, giving us the scale to deliver data-driven marketing excellence.
• Google Codelabs -- Google Developers Codelabs provide a guided, tutorial, hands-on coding experience. Most codelabs will step you through the process of building a small application, or adding a new feature to an existing application. They cover a wide range of topics such as Android Wear, Google Compute Engine, Project Tango, and Google APIs on iOS.
• Math ∩ Programming — personal blog.
• Netflix TechBlog
• Ong Xuan Hong — personal blog.
• Sebastian Ruder — personal blog.

Books

• Deep Learning with Python — François Chollet.
• Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow — Aurélien Géron.

Services & API

• Mapbox — Precise location data and powerful developer tools to change the way we navigate the world.
• Foursquare — the trusted location data.
• OpenStreetMap — a map of the world, created by people like you and free to use under an open license.

Frameworks