awesome-ipython

A selection of IPython notebooks detailing the common mathematical concepts that are required to solve hard problems the bigger list is found at IPython

Mathematics

Probalistic Programming and Bayesian Methods

Probability

Applied Numberical Computation

Monte Carlo Methods, Stochastic Optimization

Finance

Financial Data Analysis with Ipython and zipline

Computational data tools for financial economics

NLP

Python Programming for the Humanities

News Categorization using Multinomial Naive Baye

Mining the Social Web

DeepLearning

Britefury Deep learning tutorial for PyData London 2016

Infrastructure

Python Big Data Course

Misc

Blogging on Octopress with Ipython