STA 395-01 - Advanced Special Topic: Introduction to Machine-Learning Using Python

4 credits (Spring)

Artificial Intelligence (AI) is gaining attention in both industry and academia. Machine learning is the foundational aspect of AI that learns patterns from data. In this course, students are expected to apply machine learning using Python to problems from a variety of disciplines. The following topics will be covered: CART, Bagging & Boosting, GLM, Model selection, Performance evaluation, Artificial Neural Networks, some Frontier AI topics, and a semester-long capstone project.

Prerequisite: MAT 215 and STA 209 .
Instructor: Staff