The repository for freeCodeCamp's YouTube course, Algorithmic Trading in Python

Last update: Jan 02, 2023

Related tags

Deep Learning algorithmic-trading-python

Overview

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

Owner

Nick McCullum

I run tech at @SureDividend & teach software engineering, machine learning, and data science on my website at nickmccullum.com.

Nick McCullum

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