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.

Registration Name

Machine Learning

Lecture Hours

3

Lab Hours

0

Credits

3

Prerequisite

CSCI 2900

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.