ml-finance-python

python scripts for finance machine learning

git clone https://9o.is/git/ml-finance-python.git

README.md

(1090B)

      1 # Algorithmic Trading in Python
      2 
      3 This repository
      4 
      5 ## Course Outline
      6 
      7 * Section 1: Algorithmic Trading Fundamentals
      8   * What is Algorithmic Trading?
      9   * The Differences Between Real-World Algorithmic Trading and This Course
     10 * Section 2: Course Configuration & API Basics
     11   * How to Install Python
     12   * Cloning The Repository & Installing Our Dependencies
     13   * Jupyter Notebook Basics
     14   * The Basics of API Requests
     15 * Section 3: Building An Equal-Weight S&P 500 Index Fund
     16   * Theory & Concepts
     17   * Importing our Constituents
     18   * Pulling Data For Our Constituents
     19   * Calculating Weights
     20   * Generating Our Output File
     21   * Additional Project Ideas
     22 * Section 4: Building A Quantitative Momentum Investing Strategy
     23   * Theory & Concepts
     24   * Pulling Data For Our Constituents
     25   * Calculating Weights
     26   * Generating Our Output File
     27   * Additional Project Ideas
     28 * Section 5: Building A Quantitative Value Investing Strategy
     29   * Theory & Concepts
     30   * Importing our Constituents
     31   * Pulling Data For Our Constituents
     32   * Calculating Weights
     33   * Generating Our Output File
     34   * Additional Project Ideas