II-d: From Data to Decisions: Integrating Machine Learning in Evaluation
The workshop introduces the fundamentals of integrating big data science and machine learning algorithms into your evaluation approach. You'll learn about Bayesian theory, predictive and prescriptive analytics, and how to address selection and algorithmic bias. You will be guided through an interactive step-by-step process of building evaluation models with primary and secondary datasets using an open-source, no-cost, no-code visual-based analytics platform.