— Algorithms for Data Science

Prerequisites & course information

This version has ended; see updated course, below. Course Description: Algorithms for searching, pattern matching, combinatorial problems, clustering, and time series analysis with practical emphasis. Learning Activities: Lecture 3 hour(s); Discussion 1 hour(s). Credit Limitation(s): No credit if ECS 122A has been taken. Grade Mode: Letter. General Education: Science & Engineering (SE). ECS 117 — Algorithms for Data Science (4 units) Course Description: Algorithms for searching, pattern matching, combinatorial problems, clustering, and time series analysis with practical emphasis. Prerequisite(s): ECS 017 or ECS 020 ; ECS 032B or ECS 036C . Learning Activities: Lecture 3 hour(s); Discussion 1 hour(s). Enrollment Restriction(s): Pass One open to Data Science majors only; Pass Two open to undergraduate students; not open to Computer Science and Computer Science & Engineering majors. Credit Limitation(s): No credit if ECS 122A has been taken. Grade Mode: Letter. General Education: Science & Engineering (SE). This course version is effective from, and including: Winter Quarter 2027. Learning Activities: Lecture 3 hour(s); Discussion 1 hour(s). Credit Limitation(s): No credit if ECS 122A has been taken. Grade Mode: Letter. General Education: Science & Engineering (SE). ECS 117 — Algorithms for Data Science (4 units) Course Description: Algorithms for searching, pattern matching, combinatorial problems, clustering, and time series analysis with practical emphasis. Prerequisite(s): ECS 017 or ECS 020 ; ECS 032B or ECS 036C . Learning Activities: Lecture 3 hour(s); Discussion 1 hour(s). Enrollment Restriction(s): Pass One open to Data Science majors only; Pass Two open to undergraduate students; not open to Computer Science and Computer Science & Engineering majors. Credit Limitation(s): No credit if ECS 122A has been taken. Grade Mode: Letter. General Education: Science & Engineering (SE). This course version is effective from, and including: Winter Quarter 2027.