Machine Learning for Applied Research

3 Hours

Explore machine learning techniques for applied research in educational and social sciences and practice the techniques using empirical data in R. Discuss supervised learning methods such as regression, classification, and ensembles. Discuss unsupervised learning models for dimensionality reduction, and clustering. Educational Psychology 390N (Topic 11) and 380C (Topic: Machine Learning for Applied Research) may not both be counted.