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>