Medium-Article-Codes

This repository contains all the code accompanying my articles on Medium.

Article Links

1. Intro to Machine Learning via the Abalone Age Prediction Problem
2. Kernel Regression from Scratch in Python
3. FPL-TeamMaker: Analyzing Fantasy Premier League Data to Build Teams
4. Introduction to PySpark via AWS EMR and Hands-on EDA
5. What Mainstream AI is (Not) Doing
6. 10 Points to Make it Big in the Data Industry
7. A Philosophical Look at Climate Change
8. Why Gradient Descent Works?

Tech Stack

• Python 3
• pandas
• scikit-learn
• numpy
• matplotlib
• scipy
• PuLP
• AWS EMR
• PySpark
• Latex