This is an overview designed to encourage interest in data science. I originally created this for a lecture to a group of analysts in Birmingham, AL called the Bham Quants. However, you can use this repo as you wish!
1 - Taste Test Overview - Personal story of my history with data science as well as an overview of the state of the industry 2 - hr_brain - IBM released a simulated dataset for HR. Because of all the hype around AI, our fictional company has AI in the name: brAIn.hr.
We'll go through an analytics & machine learning workflow building and testing AI tool to see who among the ranks is likely to quit.
hr_brain_complete has every cell filled out, and hr_brain_exercise has most, but not all cells filled. Your call on which one to practice with!