Back to Data Warehouse Concepts, Design, and Data Integration
University of Colorado System

Data Warehouse Concepts, Design, and Data Integration

This is the second course in the Data Warehousing for Business Intelligence specialization. Ideally, the courses should be taken in sequence. In this course, you will learn exciting concepts and skills for designing data warehouses and creating data integration workflows. These are fundamental skills for data warehouse developers and administrators. You will have hands-on experience for data warehouse design and use open source products for manipulating pivot tables and creating data integration workflows. In the data integration assignment, you can use either Oracle, MySQL, or PostgreSQL databases. You will also gain conceptual background about maturity models, architectures, multidimensional models, and management practices, providing an organizational perspective about data warehouse development. If you are currently a business or information technology professional and want to become a data warehouse designer or administrator, this course will give you the knowledge and skills to do that. By the end of the course, you will have the design experience, software background, and organizational context that prepares you to succeed with data warehouse development projects. In this course, you will create data warehouse designs and data integration workflows that satisfy the business intelligence needs of organizations. When you’re done with this course, you’ll be able to: * Evaluate an organization for data warehouse maturity and business architecture alignment; * Create a data warehouse design and reflect on alternative design methodologies and design goals; * Create data integration workflows using prominent open source software; * Reflect on the role of change data, refresh constraints, refresh frequency trade-offs, and data quality goals in data integration process design; and * Perform operations on pivot tables to satisfy typical business analysis requests using prominent open source software

Status: Business Intelligence
Status: Data Integration
Course62 hours

Featured reviews

RK

5.0Reviewed Apr 12, 2020

Good course for starting DW and ETL. Some of the technologies like Pivot4j are old/ irrelevant today. They should be updated with latest technologies

AN

5.0Reviewed May 29, 2016

For me this course is one of the most important in BI. We had good teachers that helped us to understand the important issues.

AM

5.0Reviewed Jun 11, 2017

A great hands-on introduction to Pentaho. Gave me a very good insight into the capabilities of the product. I will start using the tool at work.

SJ

5.0Reviewed Apr 12, 2017

I enjoyed learning this material and found that the Pentaho Kettle hands-on experience was a nice additional to skill set that I can provide my clients.

NM

5.0Reviewed Jan 22, 2016

This is a very well-structured and demanding course with an excellent professor.I'm looking forward to finishing the entire specialization!

EG

4.0Reviewed May 31, 2016

Pretty nice course, although installation and pre-requisites could use a higher note before installing since there would be a couple of tries before getting them working.

MM

4.0Reviewed Jun 16, 2020

The course was very good but it felt a little rushed in the middle. There should be some more examples and explanation In the Data Warehouse design section. Overall great quality of material

RA

5.0Reviewed Feb 17, 2017

Best course for beginners to learn and develop their careers in field of Data warehousing. Also Coursera is best learning source. Thank you all

ST

4.0Reviewed Aug 7, 2016

I love open source tools description. It is really good designed course to refresh your basic. Good job from instructor side to make this course enjoyable.

DL

4.0Reviewed Oct 28, 2021

Great introduction to DW concepts! Assignments are a little tedious and quizzes ask trivia questions sometimes but overall a solid syllabus.

EK

5.0Reviewed Dec 15, 2015

Very nice class, well thought out and organized. The assignments are interesting and the practice assignments are relevant. Getting hands on on Pentaho was a big plus.

KP

5.0Reviewed Jun 9, 2021

I liked the quality of lectures. Exceptional meterials to undrstand classic ETL/ELT process in a nutshell. I used this course to get basic knowledge on this thing before an interview.

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