YoVDO

Translation Tutorial - People Analytics and Employment Selection

Offered By: Association for Computing Machinery (ACM) via YouTube

Tags

ACM FAccT Conference Courses Machine Learning Courses Predictive Analytics Courses

Course Description

Overview

Explore the intersection of machine learning, predictive analytics, and employment selection in this comprehensive tutorial from the FAT* 2018 conference. Delve into the Equal Employment Opportunity Commission's (EEOC) perspective on the use of 'people analytics tools' in high-stakes decision-making processes. Gain insights into foundational laws, regulations, and theories of discrimination related to these tools. Learn about approaches to measuring adverse impact and validity in people analytics applications. Discover potential research areas of interest to the EEOC as presented by Kelly Trindel from the EEOC and pymetrics. Understand the promises and challenges of using data-driven decision-making in employment contexts, and explore the ethical considerations surrounding these practices.

Syllabus

FAT* 2018 Translation Tutorial: People Analytics and Employment Selection


Taught by

ACM FAccT Conference

Related Courses

Translation Tutorial - Thinking Through and Writing About Research Ethics Beyond "Broader Impact"
Association for Computing Machinery (ACM) via YouTube Translation Tutorial - Data Externalities
Association for Computing Machinery (ACM) via YouTube Translation Tutorial - Causal Fairness Analysis
Association for Computing Machinery (ACM) via YouTube Implications Tutorial - Using Harms and Benefits to Ground Practical AI Fairness Assessments
Association for Computing Machinery (ACM) via YouTube Responsible AI in Industry - Lessons Learned in Practice
Association for Computing Machinery (ACM) via YouTube