IS 455
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Predictive Data Analytics
Information Systems
Marriott School of Business
Course Description
Introduction to machine-learning algorithms for predicting numeric and categorical outcomes, clustering and segmentation, anomaly detection, and model quality evaluation.
When Taught
Winter
Min
3
Fixed/Max
3
Fixed
3
Fixed
0
Other Prerequisites
Acceptance into the Information Systems major
Title
Methods
Learning Outcome
<p>Be able to execute all phases of a machine learning pipeline project</p>
Title
Critical Thinking
Learning Outcome
<p>Be able to interpret model results and make statistical inferences and predictions</p>
Title
Comparison
Learning Outcome
<p>Be able to compare and dynamically select the best algorithms and features</p>
