Python for Finance

Build real-life Python applications for quantitative finance and financial engineering with this book and ebook
Build a financial calculator based on Python
Learn how to price various types of options such as European, American, average, lookback, and barrier options
Estimate returns and convert daily returns into monthly or annual returns
Form an n-stock portfolio and estimate its variance-covariance matrix
Estimate VaR (Value at Risk) for a stock or portfolio
Run CAPM (Capital Asset Pricing Model) and the Fama-French 3-factor model
Learn how to optimize a portfolio and draw an efficient frontier
Conduct various statistic tests such as T-tests, F-tests, and normality tests
Approach
A hands-on guide with easy-to-follow examples to help you learn about option theory, quantitative finance, financial modeling, and time series using Python