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Algorithmic Trading in Python

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Course Outline

  • Section 1: Algorithmic Trading Fundamentals
    • What is Algorithmic Trading?
    • The Differences Between Real-World Algorithmic Trading and This Course
  • Section 2: Course Configuration & API Basics
    • How to Install Python
    • Cloning The Repository & Installing Our Dependencies
    • Jupyter Notebook Basics
    • The Basics of API Requests
  • Section 3: Building An Equal-Weight S&P 500 Index Fund
    • Theory & Concepts
    • Importing our Constituents
    • Pulling Data For Our Constituents
    • Calculating Weights
    • Generating Our Output File
    • Additional Project Ideas
  • Section 4: Building A Quantitative Momentum Investing Strategy
    • Theory & Concepts
    • Pulling Data For Our Constituents
    • Calculating Weights
    • Generating Our Output File
    • Additional Project Ideas
  • Section 5: Building A Quantitative Value Investing Strategy
    • Theory & Concepts
    • Importing our Constituents
    • Pulling Data For Our Constituents
    • Calculating Weights
    • Generating Our Output File
    • Additional Project Ideas

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