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

nickmccullum Last update: May 08, 2024

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

Tags:

Owner

nickmccullum

GitHub Repository https://github.com/nickmccullum

An open roadmap for Boot.dev's backend development curriculum

⭐ Hit this repo with a star if you find the roadmap useful! ⭐ We love feedback on how we can improve the curriculum! The recommended way to help is to submit issues here on GitHub. If you just want t…

算法/数据结构/Python/剑指offer/机器学习/leetcode

之前的算法和数据结构基本都是用Swift写的，现在尝试用Python实现一些简单的算法和数据结构。加入leetcode部分整理如果对你有帮助，请记得点击github工程上的star，^_^ 现在总结如下：

Curso de Introducción a Machine Learning con Python

¿Te suenan las palabras Machine Learning o Data Scientist? ¿Te pica la curiosidad de para qué sirven estas técnicas o por qué empresas de todo el mundo pagan un sueldo de 120.000 hasta 200.000$ al añ…

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Machine Learning Tutorials in Python

Machine Learning tutorials in Python

Python package for multi-view machine learning

Perry, Ronan, et al. "mvlearn: Multiview Machine Learning in Python." Journal of Machine Learning Research 22.109 (2021): 1-7. BibTeX entry:

Implementations in python of methods and programming assignments of course Machine Learning of Coursera by Andrew Ng

State-of-the art Automated Machine Learning python library for Tabular Data

Classifier: Regression: DataPrepare: Simple Models Wrapper: More examples in the folder ./examples: It integrates many popular frameworks: Run

machine learning alg write with pure python ／机器学习

machine learning algorithm with pure python which let pramgramer learn easily; please push your code to this project,let's learn together;