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Foothill College

C S 8A

INTRODUCTION TO DATA SCIENCE · 4.5 units · used in 47 transfer pathways

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About this course

Introduction to the fundamental concepts and computational skills needed to understand and analyze data arising from real-world phenomena. Topics include key data science concepts such as correlation vs. causation, randomness, sampling, uncertainty, predictive models, and classification. Using a tool such as Jupyter notebooks, students write code for transformation and use of data tables, simulation models, and A/B testing.

Sections this term

Winter 2027 · updated Oct 18, 11:09 PM UTC
C S 8AINTRODUCTION TO DATA SCIENCEOpen3 sections · 120 seats reported · 2 instructors
  • CRN 32332 · 01YIbrahim · W 1 PM-2:50 PM · 4308 / TBA TBA · ONLINE / TBA TBA · ONLINEOpen · 40
  • CRN 32577 · 02WIbrahim · TBA TBA · ONLINE / TBA TBA · ONLINEOpen · 40
  • CRN 33189 · 03WKauffman · TBA TBA · ONLINE / TBA TBA · ONLINEOpen · 40

Enrollment availability changes frequently. Confirm status in the official FHDA registration system before enrolling.

Prerequisites

The Foothill catalog lists no prerequisite for this course.

Advisory: “Advisory: Students will benefit from some experience with computer programming or statistics; demonstrated proficiency in English by placement via multiple measures OR through an equivalent placement process OR completion of ESLL 125 & ESLL 249.”

What this course unlocks

Foothill courses that list C S 8A as a prerequisite.

Transfer pathways that use C S 8A

ASSIST maps C S 8A to a requirement in 47 published pathways from Foothill College — 24 shown.

Spot something wrong?

Articulation, prerequisites, course details and class availability all come from sources that change. If something here does not match the official record, tell us and we will fix it — corrections from students and staff are the fastest way this stays accurate.