CS 6580 - Advanced Data Science Algorithms and Visualization

Credits: (3)
Typically Taught Fall Semester: Full Sem
Data Science affects modern life in many ways from search engines and recommendation engines to e-commerce and the stock exchange. This course builds on the undergraduate Data Science Algorithms course concepts and introduces the student to advanced methodologies in applied machine learning, data mining, visualization concepts, feature engineering, and modern topics, such as Big Data. The goal of this course is to prepare professionals for practical hands-on experiences for the modern Data Science workplace with visualization as a significant part of the course. CS 3580 (Data Science Algorithms) or a similar course is not required but will be immensely helpful prior to taking this course.
Pre-requisite(s): CS 3100 or CS 3580.