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
##Machine Learning
##Linear Regression
##Logistic Regression
##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