MATH:5760:0AAA Mathematical Biology II
Module 6: Machine Learning
Spring 2021 Online

Instructor:  Dr. Isabel K. Darcy
Department of Mathematics and AMCS
University of Iowa
Office: online
Phone: 319-335- 0770
Email: isabel-darcy AT uiowa.edu

Office Hours: MWF 11:20 - 11:45am+ , 2:20-2:55pm+ online and by appointment.
Note: + means I will be also available directly after the office hour, normally for as long as needed.
See ICON announcement for zoom link.

Ways to get help:

HW will consist of weekly labs and ICON quizzes. Our final exam will consist of

TENTATIVE CLASS SCHEDULE-ALL DATES SUBJECT TO CHANGE (click on date/section for file of corresponding class material):

Tentative ScheduleHW/Announcements
Week 11
4/5 Intro to machine learning, annotated Icon Quiz 1 (Due Thursday 4/8 at 9:20 AM) over Voronoi (6:06 min) and k-means (9:10 min)
4/7 Intro to unsupervised machine learning, annotated
4/9 Clustering, annotated
Week 12
4/12 Clustering, annotated
4/14 Break
4/16 Clustering, annotated
Week 13
4/19 intro to data cleaning, PCA, annotated
4/21 Linear Regression, annotated
4/23 Linear Regression, annotated
Week 14
4/26 linear/logistic regression, annotated
4/28 linear/logistic regression, annotated
4/30 p-values/logistic regression, annotated
Week 15
5/3 p-values/logistic regression, annotated
5/5 p-values/logistic regression, annotated, Regression
5/7 Ethics, annotated
Final's week
5/10 Final exam: 8:00PM - 10:00PM 05/10/2021 Monday
Poster Presentations.
Written project and ICON quiz due: Saturday May 15