Course Materials
Important readings
Optional readings
# Module 7
Machine Learning 1: Classification
Before the Class
- CrashCourse, "What Is Artificial Intelligence? Crash Course AI #1"
- CrashCourse, "Supervised Learning: Crash Course AI #2"
- "Precision vs Recall"
- Danilo Bzdok, Naomi Altman & Martin Krzywinski, "Statistics versus machine learning , Nature Methods.
- (Skim) Kang, In Gu, Ben Croft, and Barbara A. Bichelmeyer."Predictors of turnover intention in US Federal Government Workforce: Machine learning evidence that perceived comprehensive HR practices predict turnover intention", " Public Personnel Management 50, no. 4 (2021): 538-558.
- Boulesteix, Anne‐Laure, and Matthias Schmid. "Machine learning versus statistical modeling." Biometrical Journal 56, no. 4 (2014): 588-593.