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. Course overlaps with: CEE 415; CSS 486; TCSS 435; and TCSS 455. 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

Winter, 2025

SLN/Section Time Location Instructor
20750 A
Open

W F 3:30PM - 4:50PM

SIG 134

Taylor Kessler Faulkner

PREREQ WAIVERS WILL BE GIVEN STARTING PERIOD 2. TO REQUEST A PREREQ WAIVER FILL OUT THE FORM: BIT.LY/CSESTAT416-WAIVER-WIN25 (COPY/PASTE INTO BROWSER) -- FAQ: BIT.LY/STAT-CSE416-FAQ

 

 

20751 AA
Open

Th 12:30PM - 1:20PM

ECE 025

Zhaoxing Wu

 

 

20752 AB
Open

Th 1:30PM - 2:20PM

ART 317

Melissa Mitchell

 

 

20753 AC
Open

Th 2:30PM - 3:20PM

SIG 230

Yufei Zhang

 

 

20754 AD
Open

Th 3:30PM - 4:20PM

SIG 230

Yufei Zhang

 

 

20755 AE
Open

Th 4:30PM - 5:20PM

MEB 234

Sehaj Dhillon

 

 

20756 B
Open

W F 3:30PM - 4:50PM

SAV 260

 

 

20757 BA
Open

Th 12:30PM - 1:20PM

* *

 

 

20758 BB
Open

Th 1:30PM - 2:20PM

* *

 

 

20759 BC
Open

Th 2:30PM - 3:20PM

* *

 

 

20760 BD
Open

Th 3:30PM - 4:20PM

* *

 

 

20761 BE
Open

Th 4:30PM - 5:20PM

* *

 

 

Upcoming Time Schedule

Spring, 2025

SLN/Section Time Location Instructor
20123 A
Open

M W 3:30PM - 4:50PM

MGH 389

STAT/CSE 416 ARE OFFERED JOINTLY -- 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. INSTRUCTOR'S NAME WILL BE POSTED A WEEK BEFORE QUARTER STARTS. -- PREREQ WAIVERS WILL BE GIVEN IN PERIOD 2. TO REQUEST A PREREQ WAIVER, FILL OUT THE FORM: BIT.LY/STAT-CSE-416-SPR2025 (COPY/PASTE INTO BROWSER) -- PLEASE ONLY COMPLETE PREWAIVER FORM IF YOU HAVE ALREADY TRIED SIGNING UP FOR STAT 416 AND CSE 416. SEE FAQ FOR DETAILS: BIT.LY/STAT-CSE-416-FAQ

 

 

20124 AA
Open

Th 8:30AM - 9:20AM

LOW 101

 

 

20125 AB
Open

Th 9:30AM - 10:20AM

JHN 111

 

 

20126 AC
Open

Th 10:30AM - 11:20AM

JHN 111

 

 

20127 AD
Open

Th 3:30PM - 4:20PM

THO 334

 

 

20128 AE
Open

Th 3:30PM - 4:20PM

LOW 105