Welcome to Cluster Analysis, Association Mining, and Model Evaluation. In this course we will begin with an exploration of cluster analysis and segmentation, and discuss how techniques such as collaborative filtering and association rules mining can be applied. We will also explain how a model can be evaluated for performance, and review the differences in analysis types and when to apply them.
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About this Course
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Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs Course 3 of 4 in the
Intermediate Level
Approx. 3 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessWhat you will learn
Cluster analysis and segmentation
Collaborative filtering and market basket analysis
Applications of classification- and regression-type prediction models
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs Course 3 of 4 in the
Intermediate Level
Approx. 3 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessOffered by
Syllabus - What you will learn from this course
1 hour to complete
Cluster Analysis and Segmentation
1 hour to complete
2 readings
1 hour to complete
Collaborative Filtering, Association Rules Mining (Market Basked Analysis)
1 hour to complete
1 video (Total 3 min), 1 reading, 1 quiz
1 hour to complete
Classification-Type Prediction Models
1 hour to complete
1 video (Total 5 min), 2 readings
1 hour to complete
Regression-Type Prediction Models
1 hour to complete
1 reading
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