Machine Learning and Artificial Intelligence in Business Analytics | Weatherhead School at Case Western Reserve University

Machine Learning and Artificial Intelligence in Business Analytics

3.00 credit hours

Advances in computational analytics including Machine, Deep and Statistical Learning (ML) provide powerful methods for developing mathematical learning models that can autonomously parse, learn from, and make predictions from data to improve performance with experience. In deep learning, large neural networks are leveraged to achieve artificial intelligence (AI), enabling machines to mimic human behavior. This course covers principles, algorithms, and applications of machine learning from a business analytics perspective. Specifically, the course will provide a practical understanding of modern machine learning techniques including regression and classification methods, resampling methods and model selection, regularization, perceptron and artificial neural networks, tree-based methods, support vector machines and kernel methods, and grouping methods.

No Syllabus Available

Jagdip Singh (Fall 2022)

NOTE: Instructors and offerings vary by semester. Visit the Schedule of Classes for the most up-to-date information.