Tools and Techniques
How you see math greatly impacts your success with math. This short article shows how your mental representations are key for developing your mathematical potential.
This introduction to Exploratory Data Analysis shows how to summarize a dataset of craft beers. Includes a discussion of important statistics, links to the data and useful libraries.
Great introduction to a family of algorithms that arrange geometric data for efficient search. These types of algorithms, called spatial indices, enable lightning-fast queries for things like "find all buildings in this area" or "find 1000 closest gas stations to this point." This post by Vladimir Agafonkin explores how they work.
Here's how the team at Deep Systems used deep learning to build a movie recommendation engine. Also, be sure to check out the movie recommendation page >>
If you've been interested in learning about deep learning but not sure where to start, start here! This is a very well organized learning path that's easy to follow with lots of links to curated resources.