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STATS 141XP · STAT 141XPPractice of Data Science

Statistics · 4 units · Undergraduate upper division (100-199)

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Limited to seniors. Discussion of communication skills needed by statistical consultants, and ethics of statistical consulting. Review, analysis, and synthesis of statistical knowledge and data analysis strategies. Development of expertise needed for using statistics to solve real-world problems and reporting results to clients.

P/NP or letter grading.

When it runs

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Requisites

Official UCLA wording

Requisite: course 140XP.

BruinTree reads · Prerequisite

confidence 1.00 · from UCLA’s structured data
STATS 140XP

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Requires

Everything that has to come before this course, not just the courses named in the requisite above.

STATS 141XP

  • STATS 140XPCollaboration in Data Science
    • STATS 100BIntroduction to Mathematical Statistics
      • STATS 100AIntroduction to Probability2 more beneath
      • MATH 170AProbability Theory I3 more beneath
      • MATH 170EIntroduction to Probability and Statistics 1: Probability1 more beneath
    • STATS 101BIntroduction to Design and Analysis of Experiment
      • STATS 101AIntroduction to Data Analysis and Regression7 more beneath
    • MATH 170SIntroduction to Probability and Statistics 2: Statistics
      • STATS 100AIntroduction to Probabilityanother path to it
      • MATH 31ADifferential and Integral Calculus1 more beneath
      • MATH 31BIntegration and Infinite Series
      • MATH 170AProbability Theory Ianother path to it
      • MATH 170EIntroduction to Probability and Statistics 1: Probabilityanother path to it

1 direct requisite. Showing 13 courses over 3 levels; the branches marked with a count carry on past it. Every course here opens its own tree.

Unlocks

What this course is a requisite for, and what those courses lead to in turn.

No course in the catalog lists this as a requisite.

  • Winter 2026
  • Spring 2026
  • Winter 2027

Scheduled, not typical — from UCLA’s Schedule of Classes, which publishes Fall 2025 through Spring 2027 and nothing before it.