About this Course

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Flexible deadlines
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Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Beginner Level

No experience in BI or database needed. Experience with at least one programming language is recommended.

Approx. 7 hours to complete
English

What you will learn

  • Explain different data warehousing architectures and multidimensional data modeling

  • Develop predictive data mining models, including classification and estimation models

  • Develop explanatory data mining models, including clustering and association models

Skills you will gain

Data Mining for Clustering and AssociationData Clustering AlgorithmsData WarehousingMultidimensional ModelingData Mining for Prediction and Explanation
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.
Beginner Level

No experience in BI or database needed. Experience with at least one programming language is recommended.

Approx. 7 hours to complete
English

Offered by

Placeholder

University of California, Irvine

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

Overview of Data Warehousing

2 hours to complete
7 readings
Week
2

Week 2

2 hours to complete

Multidimensional Modeling for Data Warehousing

2 hours to complete
6 readings
Week
3

Week 3

2 hours to complete

Data Mining for Prediction and Explanation

2 hours to complete
5 readings
Week
4

Week 4

2 hours to complete

Data Mining for Clustering and Association

2 hours to complete
4 readings

About the Database Design and Operational Business Intelligence Specialization

Database Design and Operational Business Intelligence

Frequently Asked Questions

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