STAT391 - Quantitative Introductory Statistics for Data Science
Course: STAT391 (Quantitative Introductory Statistics for Data Science) in STAT department at University of Washington.
Credit Hours: 4 • Academic Level: third-year undergraduate course
Course Requirements: Requires 3 prerequisite courses
Prerequisite Chain Depth: 3 levels of foundational courses required
Future Opportunities: Unlocks 21 advanced courses for further study
Interdisciplinary Requirements: Prerequisites span 3 different departments
Course Type: Core pathway course - critical for degree progression
Part of the STAT curriculum at University of Washington, helping students progress through degree requirements.
Courses unlocked by STAT391
- CSE446 - Machine Learning
- INDE527 - Data Analytics for Systems Engineering
- LING473 - Basics for Computational Linguistics
- STAT427 - Introduction to Analysis of Categorical Data
- STAT435 - Introduction to Statistical Machine Learning
- BIOST425 - Introduction to Nonparametric Statistics
- STAT302 - Statistical Computing
- STAT452 - Statistics and Philosophy of Voting
- PHIL452 - Statistics and Philosophy of Voting
- STAT403 - Introduction to Resampling Inference
- STAT416 - Introduction to Machine Learning
- CFRM421 - Machine Learning with Application to Finance
- CSE515 - Statistical Methods in Computer Science
- CSE546 - Machine Learning
- STAT421 - Applied Statistics and Experimental Design
- STAT425 - Introduction to Nonparametric Statistics
- STAT441 - Multivariate Statistical Methods
- EE419 - Introduction to Computer-Communication Networks
- INDE427 - Data Analytics for Systems Engineering
- QSCI403 - Introduction to Resampling Inference
- CSE416 - Introduction to Machine Learning
Academic Planning at University of Washington
Students planning STAT391 at University of Washington should complete 3 prerequisites before enrollment.
Course Sequence: This course requires a 3-level prerequisite chain, requiring careful multi-semester planning for optimal progression.
Future Pathways: Completing STAT391 enables enrollment in 21 advanced courses for further study
This third-year course at University of Washington integrates into structured degree pathways for STAT programs, supporting timely graduation and academic progression.