Python Programming for Finance

Intro and Getting Stock Price Data - Python Programming for Finance p.1.
Handling Data and Graphing - Python Programming for Finance p.2.
Basic Stock data Manipulation - Python Programming for Finance p.3.
More stock manipulations - Python Programming for Finance p.4.
Automating getting the S&P 500 list - Python Programming for Finance p.5.
Getting all company pricing data in the S&P 500 - Python Programming for Finance p.6.
Combining S&P 500 into one DataFrame - Python Programming for Finance p. 7.
S&P 500 company correlation table - Python Programming for Finance p. 8.
Preprocessing data for Machine Learning - Python Programming for Finance p. 9.
Creating machine learning target function - Python Programming for Finance p. 10.
Creating labels for Machine Learning - Python Programming for Finance p. 11.
Machine learning - Python Programming for Finance p. 12.
Algorithmic Trading with Python and Quantopian p. 1.
Orders and Leverage - Algorithmic Trading with Python and Quantopian p. 2.
Schedule Function - Algorithmic Trading with Python and Quantopian p. 3.
Research- Algorithmic Trading with Python and Quantopian p. 4.
Pipeline - Algorithmic Trading with Python and Quantopian p. 5.
Analyzing Alpha Factors with Alphalens - Algorithmic Trading with Python and Quantopian p. 6.
Backtesting Alpha Factor - Algorithmic Trading with Python and Quantopian p. 7.
Analyzing Backtest with Pyfolio - Algorithmic Trading with Python and Quantopian p. 8.
Strategizing - Algorithmic Trading with Python and Quantopian p. 9.
Finding more Alpha Factors - Algorithmic Trading with Python and Quantopian p. 10.
Combining Alphas - Algorithmic Trading with Python and Quantopian p. 11.
Portfolio Optimization API - Algorithmic Trading with Python and Quantopian p. 12.
Installation - Zipline Tutorial local backtesting and finance with Python p.1.
Visualizing Strategy Metrics - Zipline Tutorial local backtesting and finance with Python p.2.
Custom Data Panel - Zipline Tutorial local backtesting and finance with Python p.3.
Trading Custom Markets (bitcoin example) - Zipline Tutorial finance with Python p.4.