1.1 Introduction to People Analytics

1.2 Goals for the Course

1.3 Course Outline and Overview

1.4 People Analytics in Practice

1.5 Performance Evaluation_ the Challenge of Noisy Data

1.6 Chance vs. Skill_ the NFL Draft

1.7 Finding Persistence_ Regression to the Mean

1.8 Extrapolating from Small Samples

1.9 The Wisdom of Crowds_ Signal Independence

1.10 Process vs. Outcome

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