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

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.

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.

LS

5.0Reviewed Sep 18, 2020

Great course. It mimics real life case. However, the time required to complete assignments is much more than stated. The assignments are great though, I learned a lot from those.

JK

4.0Reviewed May 26, 2020

Great course! The only issue, and the reason for 4 starts instead of 5, is that (1) the integration software was hard to install and get working correctly and (2) the course materials are out of date.

SS

4.0Reviewed Jun 11, 2017

Excellent instructor, content and application of tools. Written instructions can be over-wordy on unimportant instruction and confusing, but so is the nature of the state of data warehousing.

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.

HD

4.0Reviewed Jan 15, 2016

Solid class overall, however video lectures do not provide enough background info to complete some of the assignments. Expect to spend much more time than the estimated 30 mins to complete.

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.

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

DA

4.0Reviewed May 26, 2019

Very Well Explained and Guided Course. Pivot4j and web pivot tables have undergone some changes so an update might be required.

MH

5.0Reviewed Dec 12, 2016

Good learning for Data integration and ETL learning. How data from source to target table transform over the business requirement to be ready for processing

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