CSCI 4800 Machine Learning

This course covers the-state-of-the-art machine learning techniques. Focuses will be put on deep learning, kernel methods and ensemble learning. Students will learn applying advanced machine learning techniques to solve challenging problems, especially big data problems.

Credits

3

Prerequisite

CSCI 3200

Typically Offered

Demorest: Fall (every odd year)

Student Learning Outcomes

Upon the completion of this course, students will be able to demonstrate the following outcome-based learning skills:

1. Be able to explain how different deep learning techniques work.
2. Be able to explain the concept of kernel functions and how different kernel methods work.
3. Apply proper machine learning techniques to solve challenging problems.