UC Irvine - Data Warehousing and Business Intelligence
4.0 /5- Offered byCoursera
- Public/Government Institute
Data Warehousing and Business Intelligence at Coursera Overview
Duration | 7 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
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Data Warehousing and Business Intelligence at Coursera Highlights
- Earn a Certificate upon completion
Financial aid available
Data Warehousing and Business Intelligence at Coursera Course details
- This course builds on "The Nature of Data and Relational Database Design" to extend the process of capturing and manipulating data through data warehousing and data mining
- Data mining is one of the key enablers in the process of converting data stored in a data warehouse into actionable insight for better and faster decision making
- By the end of this course, students will be able to explain data warehousing and how it is used for business intelligence, explain different data warehousing architectures and multidimensional data modeling, and develop predictive data mining models, including classification and estimation models
Data Warehousing and Business Intelligence at Coursera Curriculum
Overview of Data Warehousing
Need for Data Warehousing
Data Warehousing Architectures
Extract, Transform, Load (ETL)
Data Marts
Operational Data Stores
Data Warehousing in the Cloud
Supplemental Resources
Module 1 Knowledge Check
Multidimensional Modeling for Data Warehousing
Data Modeling for Data Warehousing
Multidimensional Data Modeling
Star Schema
Snowflake Schema
NoSQL, Big Data, Data Lakes, and Data Warehousing
Supplemental Resources
Module 2 Knowledge Check
Data Mining for Prediction and Explanation
Overview of Data Mining for BI
Data Mining Process
Data Mining Methods
Data Mining Algorithms for Predictive Modeling
Supplemental Resources
Module 3 Knowledge Check
Data Mining for Clustering and Association
Unsupervised Data Mining for Explanatory Modeling
Clustering and Segmentation
Association and Market Basket Analysis
Supplemental Resources
Module 4 Knowledge Check
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Data Warehousing and Business Intelligence at Coursera Students Ratings & Reviews
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