Intro to Programming

Basics

• Introduction to the Shell / Unix
• Introduction to Git / Github
• Introduction to Python

Basic Packages

• Introduction to Numpy
• Introduction to Scipy
• Introduction to Sci-Kit Learn

Basic Analyses

• Introduction to Visualization in Python
• Introduction to Statistics in Python

Version control - Github

• Introduction to Git and Github by Peer Holhorz
• Github Primer by Kaley

Machine Learning

• Quick ML Explanations
• Machine Learning Mastery Blog
  • Topic: Data Preparation
  • Topic: Data Science
  • Topic: Sci-Kit Learn (Python)
  • Topic Python for Machine Learning
  • Topic: Predictive Modeling in R