IS 315
Machine Learning 1 for Non-Majors
Information Systems
Marriott School of Business
Course Description
Students will learn the python programming language in the Jupyter Notebook format. Using that skill, students will learn to create the statistics and visualizations required for univariate and bivariate analyses. Students will also learn core data cleaning and automation techniques relevant to modern data analytics.
When Taught
Fall and Winter
Grade Rule
Standard Grade Rule: A B C D E I
Min
3
Fixed
3
Fixed
3
Fixed
0
Other Prerequisites
IS minors only
Title
Python Programming
Learning Outcome
<p>Be able to program in the Python language with a focus on importing, cleaning, transforming, and exploring datasets</p>
Title
Statistical Analysis
Learning Outcome
<p>Be able to select, run, and interpret univariate and bivariate statistical analyses and visualizations.</p>
Title
Data Storytelling
Learning Outcome
<p>Be able to derive valuable insights from data and communicate a compelling story</p>
