Introducing HR Analytics with Machine Learning: Empowering Practitioners, Psychologists, and Organizations (Hardcover, 2021)

Part I: Introducing Machine Learning: Past and Present.- The Historical Lens of Sub-Fields.- The State of the People Data Industry.- Part II: The Science, Philosophy, and Legality of using Machine Learning with People Data.- Scientific Considerations when Working with Behavioral Data.- Legal and Ethical Considerations when Working with Employee Data.- Part III: - Instruction and Application of Machine Learning in an Employee Data Context.- Introduction and Overview of Stats and Computing.- Interpret and communicate.- Data Analyzing.- Data Wrangling.