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