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: Extract, Transform, Load
Status: Data Transformation
Course62 hours

Featured reviews

EG

4.0Reviewed Jun 1, 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.

SJ

5.0Reviewed Apr 13, 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 23, 2016

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

AM

5.0Reviewed Jun 12, 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.

MH

5.0Reviewed Dec 13, 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

EK

5.0Reviewed Dec 16, 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.

DL

4.0Reviewed Oct 29, 2021

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

HD

4.0Reviewed Jan 16, 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.

LS

5.0Reviewed Sep 19, 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.

DA

4.0Reviewed May 27, 2019

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

CV

4.0Reviewed Mar 24, 2020

Good course, good explanations.The assignments were good and instructive, but too many with respect to the length of the course.

KP

5.0Reviewed Jun 10, 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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