3 units
- Advanced Technical Methodologies
- Electives
- Required Courses
- Career Track
Offered: Summer 2027 (not offered), Spring 2027 (offered), Fall 2026 (unknown)
Counts toward
- Artificial Intelligence and Human Responsibility, B.S. (2026-27) - Advanced Technical Methodologies
- Artificial Intelligence and Human Responsibility, B.S. (2025-26) - Advanced Technical Methodologies
- Big Data Analytics, M.S. (2026-27) - Electives
- Big Data Analytics, M.S. (2025-26) - Electives
Show all 12
- Big Data Analytics, M.S. (2024-25) - Electives
- Information Systems, M.S. (2024-25) - Career Track
- Text Analytics Certificate (2026-27) - Required Courses
- Text Analytics Certificate (2025-26) - Required Courses
- Text Analytics Certificate (2024-25) - Required Courses
- Text Analytics Minor (2026-27) - Required Courses
- Text Analytics Minor (2025-26) - Required Courses
- Text Analytics Minor (2024-25) - Required Courses
Statistical methods for analysis of large texts to include classification, clustering, vector space models, and the use of Large Language Models (LLMs). Data collection and annotation. Applications to include retrieval-augmented generation, relation detection, sentiment analysis, and topic modeling.
Prerequisites
LING 571 or LING 572 [or BDA 572]; and STAT 550 or STAT 551A
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See the full prerequisite chainFrom the catalog
- Grading
- LCR: Letter Grade with Cr/NC available. The grading default for the class will be letter grade, but students can opt to take it for Cr/NC
- Typically offered
- Spring
1 section in Spring 2027
Class #4862· Online, any time · Open · Letter or CR/NC
30 of 30 seats open
No set meeting time · ONLINE