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A data science intro lecture with a fun, fictional exercise based on an IBM HR dataset
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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:

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!

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