An overview of A Definition of Systems Thinking: A Systems Approach By Ross Arnold and Jon Wade

Systems Thinking Systemigram (Ross Arnold and Jon Wade)

“Systems thinking is, literally, a system of thinking about systems” (Arnold, Wade)

Using Machine Learning to Create a Covid-19 Research Tool

Plate Notation for LDA Model (

Table of Contents:

  1. Project Overview
  2. Imports
  3. Text Cleaning Method
  4. Creating the Pandas Data Frame
  5. Training the LDA Model
  6. Creating the Prompt Corpora
  7. Computing the Topic Distributions
  8. Retrieving Related Articles
  9. Validation
  10. Next Steps and Helpful Links

Project Overview:


Why Wealth isn’t the Key to Happiness

Photo by Lidya Nada on Unsplash


Hi, I'm a coder that is looking to help new coders get started by writing project walkthroughs and concept explanations.

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store