About this Course

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Flexible deadlines
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Intermediate Level
Approx. 4 hours to complete
English

What you will learn

  • Cluster analysis and segmentation

  • Collaborative filtering and market basket analysis

  • Applications of classification- and regression-type prediction models

Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 4 hours to complete
English

Offered by

Placeholder

University of California, Irvine

Syllabus - What you will learn from this course

Week
1

Week 1

1 hour to complete

Cluster Analysis and Segmentation

1 hour to complete
2 readings
2 readings
Cluster Analysis and Segmentation20m
Supplemental Resources10m
Week
2

Week 2

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 reading
Collaborative Filtering, Association Rules Mining (Market Basket Analysis)10m
1 practice exercise
Modules 1 and 230m
Week
3

Week 3

1 hour to complete

Classification-Type Prediction Models

1 hour to complete
1 video (Total 5 min), 2 readings
2 readings
Classification-Type Prediction Models15m
Supplemental Readings10m
Week
4

Week 4

1 hour to complete

Regression-Type Prediction Models

1 hour to complete
1 reading
1 reading
Regression-Type Prediction Models15m
1 practice exercise
Modules 3 and 430m

About the Data Science Fundamentals Specialization

Data Science Fundamentals

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