Cluster Analysis, Association Mining, and Model Evaluation

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Course Features

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Duration

4 hours

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Intermediate

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Teaching Type

Self Paced

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Video Content

4 hours

Course Description

Cluster Analysis, Association Mining and Model Evaluation are here. This course will cover cluster analysis, segmentation, and how to apply techniques like collaborative filtering and association rule mining. We will also discuss how models can be evaluated for their performance and the differences between analysis types, as well as when and where to apply them.

Course Overview

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International Faculty

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Post Course Interactions

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Instructor-Moderated Discussions

Skills You Will Gain

What You Will Learn

Cluster analysis and segmentation

Collaborative filtering and market basket analysis

Applications of classification- and regression-type prediction models

Course Instructors

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Dursun Delen

Instructor

Dr. Dursun Delen is the holder of Spears Endowed Chair in Business Administration, Patterson Family Endowed Chair in Business Analytics, Director of Research for the Center for Health Systems Innovat...
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Julie Pai

Assistant Director of Technology Programs

Julie Pai is the instructor for this course
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