# SE632 Pattern Recognition and Machine Learning

College of Technology Systems Engineering Department

**Course Description:** This course will provide students with knowledge and skills of machine learning based on unified, probabilistic approach. Topics include study of probability, optimization, conditional random fields, regularization and deep learning. Students will learn pattern recognition and machine learning principles relating to robotics systems.

**Credit Hours:** 3.00

**Prerequisites:** None

**Corequisites:** None

## Programs offering this course

- [Systems Engineering (MS) | Mechatronics Concentration](https://www.ecpi.edu/programs/systems-engineering-mechatronics-masters-degree)

Learn more about the [programs available at ECPI University](https://www.ecpi.edu/programs).