INFSCI 1530 DATA MINING (replacing INFSCI 1040, effective Fall 2020)
DescriptionThe ability to collect, store and process large amounts of detailed data in a variety of fields has led to a surge in the use of data in various decision-making tasks, ranging from governmental policy-making to drafting players in sports. Data literacy is thus important and in this first introductory course, we will focus on shifting the traditional mode of deterministic (yes/no) thinking to probabilistic thinking. We will see concepts from applied probability and statistics, while we will also explore a variety of data analysis methods including linear regression, matrix factorization, and network analysis.
Enrollment Requirements: PREQ: [(INFSCI 0510 and MATH 0280)] or (INFSCI 0019 or INFSCI 0419); Minimum C grade or Transfer; and Enrollment not permitted if currently or previously completed INFSCI 1040.
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|31441 (1100)||TuTh||4:30 pm - 5:45 pm||WPU G40||J. Yurko||LEC||AT|
|30339 (1010)||TuTh||11:05 am - 12:20 pm||SENSQ 5202||K. Pelechrinis||LEC||AT|