STAT 416

Introduction to Machine Learning
4.0 credits

Course Description

Provides practical introduction to machine learning. Modules include regression, classification, clustering, retrieval, recommender systems, and deep learning, with a focus on an intuitive understanding grounded in real-world applications. Intelligent applications are designed and used to make predictions on large, complex datasets. Prerequisite: either CSE 123, CSE 143, CSE 160, or CSE 163; and either STAT 311, STAT 390, STAT 391, IND E 315, MATH 394/STAT 394, STAT 395/MATH 395, or Q SCI 381. Offered: jointly with CSE 416.

Current Time Schedule

Spring, 2024

SLN/Section Time Location Instructor
20215 A
Open

W F 5:00PM - 6:20PM

CSE2 G20

Tanmay Shah

COURSE OFFERED BY CSE

 

 

20216 AA
Open

Th 12:30PM - 1:20PM

MEB 251

Pavan Kumar Anand

 

 

20217 AB
Open

Th 1:30PM - 2:20PM

Th 1:30PM - 2:20PM

MEB 251

MEB 251

Michael Li

Wenhao Pan

 

 

20218 AC
Open

Th 2:30PM - 3:20PM

Th 2:30PM - 3:20PM

MEB 251

MEB 251

Alex Liu

Zhenman Yuan

 

 

20219 AD
Open

Th 3:30PM - 4:20PM

Th 3:30PM - 4:20PM

MEB 251

MEB 251

Anna Eleanor Spiro

Zhaoxing Wu

 

 

20220 AE
Open

Th 2:30PM - 3:20PM

Th 2:30PM - 3:20PM

MEB 245

MEB 245

Alex Liu

Zhaoxing Wu

 

 

Upcoming Time Schedule

Summer, 2024

SLN/Section Time Location Instructor
13546 A
Open

M W 5:00PM - 6:40PM

PAA A118

COURSE OFFERED BY CSE --- FOR NON-ALLEN SCHOOL MAJOR STUDENTS --- PLEASE SUBSCRIBE TO UW NOTIFY IF YOU WOULD LIKE TO GET SEAT ALERTS FROM THE UNIVERSITY. PLEASE CONTINUE TO USE UW NOTIFY BEFORE AND AFTER QUARTER STARTS. --- COMPLETE PREREQ WAIVER FORM IF REQUESTING AN ADD CODE: BIT.LY/CSESTAT416-WAIVER-SUM24 (COPY/PASTE INTO BROWSER) --- PLEASE CONTACT CSE FOR ADD CODES: UGRAD-ADVISER@CS.WASHINGTON.EDU

 

 

13547 AA
Open

Th 9:40AM - 10:40AM

ECE 045

 

 

13548 AB
Open

Th 10:50AM - 11:50AM

JHN 026

 

 

13549 AC
Open

Th 1:10PM - 2:10PM

ECE 037

 

 

13550 AD
Open

Th 2:20PM - 3:20PM

DEN 258