1. Material on single asset problems, market timing, unconditional and conditional portfolio problems, hedged portfolios.2. Inference via both Frequentist and Bayesian paradigms.3. A comprehensive treatment of overoptimism and overfitting of trading strategies.4. Advice on backtesting strategies.5. Dozens of examples and hundreds of exercises for self study.