Course Catalog - 2020-2021

     

COMP 680 - STATS COMPUTING DATA SCIENCE

Long Title: STATISTICS FOR COMPUTING AND DATA SCIENCE
Department: Computer Science
Grade Mode: Standard Letter
Course Type: Lecture
Credit Hours: 3
Restrictions:
Must be enrolled in one of the following Program(s):
Master of Comp Sci & Eng'g
Online Master Computer Science
Master of Computer Science
Must be enrolled in one of the following Level(s):
Graduate
Description: Probability and statistics are essential tools in computer science and data science. They are at the heart of areas such as efficiency analysis of algorithms and randomized algorithms and central to fields like bioinformatics, social informatics, and, of course, machine learning. Furthermore, probability and statistics are essential for data science, as they are the foundation for quantifying uncertainty and assessing support for hypotheses and derived models. This course covers topics in probability and statistics, including probability and random variables, basic stochastic processes, basic descriptive statistics, and various methods for statistical inference and measuring support.