Working with .csvs
Using Numpy
Statistical Analysis of Time Series
Incomplete Data
Histograms and Scatterplots
Sharpe ratio and other portfolio statistics
Optimizers
How to Optimize a Portfolio
Machine Learning at Hedge Funds
Supervised Regression Learning
Assessing a learning algorithm
Ensemble Learners - Bagging and Boosting
Decision Trees
Hedge Fund Management