1. The Basics of Securities Markets
Basics of stocks
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Basics of stock markets
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Basics of trading stocks
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Algorthims and the financial industry
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Algorithms in Excel
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Data analytics and algorithms
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Stocks and the Fed
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Big data in finance
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Predicting values with regressions
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2. Investing and Securities
Stationarity and the VIX
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Case study: ETF pairs trading with algorithms
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Case study: Dual share class pairs trading
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Common quantitative rules and strategies
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3. Building Algorithms
Gather data for an algorithm
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Design an algorithm
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Test algorithm accuracy
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Algorithm profitability and trading decisions
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Economic data and stock correlations
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Predict economic variables
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Advanced algorithms
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4. Using Trading Algorithms
Buy and sell with an algorithm
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Expand the algorithm to other securities
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Scenario analysis in investing
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Ex_Files_Algorithmic_Trading_Stocks_Essential_Training.zip
(8.3 MB)
Glossary_Algorithmic_Trading_and_Stocks_Essential_Training.zip
(100 KB)