Courses Detail Information

ECE4710J – Introduction to Data Science

Instructors:

Credits: 4

Pre-requisites:

Description:

The course will cover concepts and skills to tackle real-world data analysis problems. We will introduce concepts in probability, statistical inference, and machine learning. By working on real datasets, you will develop skills in programing and scientific computation (R and Python). In the course, you will learn how to build data-driven models from scratch to inform decision making.

Course Topics:

Data collection and processing, data integration, data visualization, statistical modeling and inference, data mining, machine learning (regression and classification), data-driven decision making