01-01 Reading & Plotting Stock Data
01-02 Working With Multiple Stocks
01-04 Statistical Analysis Of Time Series
01-06 Histograms & Scatterplots
01-07 Sharpe Ratio & Other Portfolio Statistics
01-08 Optimizers: Building A Parameterized Model
01-09 Optimizers: How To Optimize A Portfolio
03-01 How Machine Learning Is Used At A Hedge Fund
03-03 Assessing A Learning Algorithm
03-04 Ensembe Learners, Bagging, And Boosting
02-01 So You Want To Be A Hedge Fund Manager?
02-03 What Is A Company Worth?
02-04 The Capital Assets Pricing Model (CAPM)
02-05 How Hedge Funds Use The CAPM
02-08 Efficient Markets Hypothesis
02-09 The Fundamental Law Of Active Portfolio Management
02-10 Portfolio Optimization & The Efficient Frontier
