Oregon Health Sciences University (OHSU) and Portland State University (PSU) School of Public Health

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Course Directory and Schedules

Course Schedules

Course Schedules by Term

Summer
SUM21 GR Courses (4.27.21b)
→ Textbooks

Fall 
Fall 2021 Courses (5.5.2021)
→ Textbooks

Winter
WR22 GR Courses 
→ Textbooks

Year-Long Planning Schedule

AY21-22 Grad Program of Study Planning Schedule (to come)

Course Descriptions

Statistical Learning & Big Data – BSTA 522

Course Code Credit

BSTA 522

3

Course Information

This course is designed to introduce statistical methods for machine learning and new emerging challenges in big data analysis. In recent years, statistical machine learning has played a crucial role in informatics and data science. Ever increasing data size creates new challenges for traditional statistical learning and this is an active research area. This course will cover traditional statistical learning methods as well as newer methods for such challenges.

Prerequisites:

  1. BSTA 511/611 Estimation and Hypothesis Testing for Applied Biostatistics
  2. BSTA 512/612 Linear Models