UCI - Cluster Analysis, Association Mining, and Model Evaluation
- Offered byCoursera
Cluster Analysis, Association Mining, and Model Evaluation at Coursera Overview
Cluster Analysis, Association Mining, and Model Evaluation
at Coursera
Duration | 4 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Cluster Analysis, Association Mining, and Model Evaluation at Coursera Highlights
Cluster Analysis, Association Mining, and Model Evaluation
at Coursera
- This Course Plus the Full Specialization.
- Shareable Certificates.
- Graded Programming Assignments.
Cluster Analysis, Association Mining, and Model Evaluation at Coursera Course details
Cluster Analysis, Association Mining, and Model Evaluation
at Coursera
Skills you will learn
More about this course
- 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.
Cluster Analysis, Association Mining, and Model Evaluation at Coursera Curriculum
Cluster Analysis, Association Mining, and Model Evaluation
at Coursera
Cluster Analysis and Segmentation
Cluster Analysis and Segmentation
Supplemental Resources
Collaborative Filtering, Association Rules Mining (Market Basked Analysis)
Market Basket Analysis
Collaborative Filtering, Association Rules Mining (Market Basket Analysis)
Modules 1 and 2
Classification-Type Prediction Models
Evaluating Model Performance
Classification-Type Prediction Models
Supplemental Readings
Regression-Type Prediction Models
Regression-Type Prediction Models
Modules 3 and 4
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