2019-2020 Catalog 
    
    Mar 28, 2024  
2019-2020 Catalog [ARCHIVED CATALOG]

CSCI145 CM - Introduction to Data Mining

Data mining is the process of discovering patterns in large data sets using techniques from mathematics, computer science and statistics with applications ranging from biology and neuroscience to history and economics. The goal of the course is to teach students fundamental data mining techniques that are commonly used in practice. Students will learn advanced data mining techniques (including linear classifiers, clustering, dimension reduction, transductive learning and topic modeling). Also listed as MATH 166 CM .

Prerequisites: MATH 060 CM ; CSCI 062 CM  or proof-based math course above 100; or instructor consent.

Offered: Every year

Credit: 1

Course Number: CSCI145 CM