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GEOG 401Applied Geospatial Data Science

Geography · 4 units · Graduate professional courses (400-499)

See treeView official UCLA course listing ↗Find on Bruinwalk ↗

Project-based exploration of essential methods and techniques in geographic information systems (GIS) and geospatial technology with focus on modeling, spatial analysis and geoprocessing, spatial data manipulation, geocomputation, and data visualization. Students apply advanced geospatial analysis and data visualization methods to addressing real-world problems and answering geographic research questions. Topics include research design, automation, and multi-step geospatial analysis methodology.

Letter grading.

When it runs

  • Fall 2025
  • Fall 2026

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

Requisites

UCLA lists no requisites for this course.

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About GEOG 401. We read UCLA’s requisite wording by machine, and it gets things wrong.

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Requires

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

Nothing — this is an entry point.

Unlocks

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

GEOG 401

  • GEOG 410Geospatial Databases and Data Management
  • GEOG 411Geospatial Imagery Analysis
  • GEOG 412Programming for Geospatial Data Science I
  • GEOG 413Applied Geospatial Statistics
  • GEOG 414Programming for Geospatial Data Science II
  • GEOG 415Geospatial Data Science Futures
  • GEOG 498Capstone I: Geospatial Research Methods
    • GEOG 499Capstone II: Geospatial Capstone Projectanother path to it
  • GEOG 499Capstone II: Geospatial Capstone Project

8 courses list this as a requisite. The whole downstream is here — 9 courses over 2 levels. Every course here opens its own tree.