Algorithmic Trading in Python

This repository

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