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CS 577 - Principles and Techniques of Data Science

CS 577: Principles and Techniques of Data Science (3 units) at San Diego State University. 3 sections offered in Spring 2027, with meeting times, instructors, and seat counts. Prerequisites: STAT 119 or STAT 250; and CS 210, MATH 254. Counts toward Artificial Intelligence and Technology, M.S. (2026-27), Big Data Analytics, M.S. (2026-27).

3 units
  • Data Sciences
  • Electives
  • Other Elective Courses
  • Advancement to Candidacy
  • Data Sciences
Offered: Offered every term
Data classification, cleaning, common representation and operations, dimensionality reduction, hypothesis testing, life cycle, regression, statistical inference, and visualization.
Prerequisites
STAT 119 or STAT 250; and CS 210, MATH 254
See the full prerequisite chain

From the catalog

Grading
LTR: Letter Graded. The class will be offered for letter grade with no option to take it for Cr/NC
Typically offered
Fall/Spring

3 sections in Spring 2027

Class #10106· In-person · Open · Letter
59 of 59 seats open
Mon, Wed, Fri 1:00 PM-1:50 PM · AH 3110
Class #10551· In-person · Open · Letter
70 of 70 seats open
Tue, Thu 2:00 PM-3:15 PM · SH 105
Class #8495· Online at a set time · Open · Letter
105 of 105 seats open
Tue 7:00 PM-9:40 PM · ONLINE

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