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Data Science 45-min Intros

~45-minute lessons and tutorials on topics that help our data team (@Gnip) learn new things and become more efficient in our day-to-day work: basic programming, language-specific packages, statistics, machine learning topics, whatever helps!

For each session, someone puts together the lesson/walk-through and leads the discussion. Presentation platform can include IPython notebooks, interactive code sessions, or anything else. The more hands-on, the better.

Feel free to use these for your own (or your team's) growth, and do submit pull requests if you have something to add!

Current topics

Bash

Python

Statistics

Machine Learning