STAT4103

Course Descriptions

This course will expose students in upper undergraduate level to deep learning, a key discipline in artificial intelligence, with its core models and algorithms. Tools and applications using these algorithms are introduced to give the students an idea and experience of how they are implemented in Python, the most popular computer language widely used in data-mining, machine learning and artificial intelligence communities. The aim of the course is to reinforce students the basic concepts and intuition behind modern machine learning methodologies as well as a bit more formal understanding of how, why, and when they can be enabled in applications related to pattern recognition and decision making.

Prerequisite

STAT2043 Structured Programming (for STAT Students)

Workload

Workload not available

Modules

Modules not available