This repo contains several Python tutorials for data analysis tasks.

##General Stuff

• Quick Reference to Python
• awesome-python
• Pycon India 2015 Notes
• Data Exploration with Numpy cheat sheet
• NLP
• Querying Craiglist with Python
• Create NBA Shot Charts

##scikit-learn

• Awesome Tutorials!
• sklearn_scipy2013

##Machine Learning

• Machine Learning with scikit learn
• Cheatsheet

##Linear Regression

• Linear Regression in Python, Blog Post

##Logistic Regression

• Logistic Regression with scikit learn

##Neural Networks

• Implementing a Neural Network from scratch, Code
• Speeding up your Neural Network with Theano and the gpu, Code
• Recurrent Neural Net Tutorial Part 1, [Part 2] (http://www.wildml.com/2015/09/recurrent-neural-networks-tutorial-part-2-implementing-a-language-model-rnn-with-python-numpy-and-theano/), Code