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UCI - Cluster Analysis, Association Mining, and Model Evaluation 

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Cluster Analysis, Association Mining, and Model Evaluation
 at 
Coursera 
Overview

Duration

4 hours

Start from

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Total fee

Free

Mode of learning

Online

Difficulty level

Intermediate

Official Website

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Credential

Certificate

Cluster Analysis, Association Mining, and Model Evaluation
 at 
Coursera 
Highlights

  • This Course Plus the Full Specialization.
  • Shareable Certificates.
  • Graded Programming Assignments.
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Cluster Analysis, Association Mining, and Model Evaluation
 at 
Coursera 
Course details

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 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

Cluster Analysis, Association Mining, and Model Evaluation
 at 
Coursera 
Admission Process

    Important Dates

    May 25, 2024
    Course Commencement Date

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    Cluster Analysis, Association Mining, and Model Evaluation
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