Instructor

Dr. Dror Zeev Baron

Electrical and Computer Engineering

Phone: 919-513-7974
Email: dzbaron@ncsu.edu
Instructor Website
Research Website

ECE 592 602 Topics in Data Science

3 Credit Hours

This course will acquaint students with some core basic topics in data science. Specific topics covered will include computational complexity, basic data structures, scientific programming, optimization, wavelets, sparse signal processing, dimensionality reduction, and principle components analysis. Finally, you will learn to solve data science problems numerically using software, and in particular we will use the Matlab software package. In particular, you will be able to apply a methodology to data science problems that involves looking at the problem, translating it to mathematics, proposing an algorithm, and implementing it in software.

Syllabus Lecture Videos Lecture Notes Course Website