IS 355

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Machine Learning Algorithms in Python (non majors)

Information Systems Marriott School of Business

Course Description

Create all types of machine learning models including regression, classification, clustering, forecasting, and text modeling. Learn automation techniques for machine learning pipelines

When Taught

Fall; Winter.

Min

3

Fixed/Max

3

Fixed

3

Fixed

0

Title

Methods

Learning Outcome

Build machine learning models of all types based on appropriate assumptions and methods

Title

Critical Thinking

Learning Outcome

Interpret model results and make statistical inferences and predictions

Title

Comparison

Learning Outcome

Compare and dynamically select the best algorithms and features