Design and Build a Data Warehouse for Business Intelligence Implementation

This course is part of the Data Warehousing for Business Intelligence Specialization

4.6
stars
244 ratings

Michael Mannino +1 more instructor

Offered By

Data Warehousing for Business Intelligence SpecializationUniversity of Colorado System

About this Course

The capstone course, Design and Build a Data Warehouse for Business Intelligence Implementation, features a real-world case study that integrates your learning across all courses in the specialization. In response to business requirements presented in a case study, you’ll design and build a small data warehouse, create data integration workflows to refresh the warehouse, write SQL statements to support analytical and summary query requirements, and use the MicroStrategy business intelligence platform to create dashboards and visualizations.
In the first part of the capstone course, you’ll be introduced to a medium-sized firm, learning about their data warehouse and business intelligence requirements and existing data sources. You’ll first architect a warehouse schema and dimensional model for a small data warehouse. You’ll then create data integration workflows using Pentaho Data Integration to refresh your data warehouse. Next, you’ll write SQL statements for analytical query requirements and create materialized views to support summary data management. For data integration workflows and analytical queries, you can use either Oracle or PostgreSQL. Finally, you will use MicroStrategy OLAP capabilities to gain insights into your data warehouse. In the completed project, you’ll have built a small data warehouse containing a schema design, data integration workflows, analytical queries, materialized views, dashboards and visualizations that you’ll be proud to show to your current and prospective employers.

Shareable Certificate

Earn a Certificate upon completion

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Start instantly and learn at your own schedule.

Course 5 of 5 in the

Data Warehousing for Business Intelligence Specialization

Flexible deadlines

Reset deadlines in accordance to your schedule.

Approx. 13 hours to complete

English

Subtitles: Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, English, Spanish

Skills you will gain

Data WarehousingMicrostrategyData WarehouseSQL

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Course 5 of 5 in the

Data Warehousing for Business Intelligence Specialization

Flexible deadlines

Reset deadlines in accordance to your schedule.

Approx. 13 hours to complete

English

Subtitles: Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, English, Spanish

Instructors

Instructor rating

4/5 (5 Ratings)

Michael Mannino

Associate Professor

Business School, University of Colorado Denver

167,896 Learners

4 Courses

Jahangir Karimi

Professor

Information Systems University of Colorado Denver

37,798 Learners

2 Courses

Offered by

University of Colorado System

The University of Colorado is a recognized leader in higher education on the national and global stage. We collaborate to meet the diverse needs of our students and communities. We promote innovation, encourage discovery and support the extension of knowledge in ways unique to the state of Colorado and beyond.

Syllabus - What you will learn from this course

Week

Week 1

2 hours to complete

Course Overview

Module 1 introduces the objectives and topics in the course and provides background on the case and software requirements. The capstone course is organized around a realistic case study based on the business situation faced by CPI Card Group in 2015.

2 hours to complete

3 videos (Total 15 min), 10 readings

3 videos

Course introduction1m

Course topics and assignments video lesson8m

Executive interview5m

10 readings

Slides for lesson 110m

Slides for lesson 210m

Slides for lesson 310m

Background on CPI Card Group10m

Overview of software requirements10m

PostgreSQL Installation10m

Oracle database server installation10m

Pentaho Data Integration installation10m

Microstrategy Desktop installation10m

Database diagramming tools10m

Week

Week 2

3 hours to complete

Data Warehouse Design

Module 2 presents the requirements of the first part of the case study involving data warehouse design. To provide a context for the case study, you can listen to an executive interview with a CPI Card Group executive.

3 hours to complete

1 video (Total 7 min), 4 readings, 1 quiz

Week

Week 3

4 hours to complete

Data Integration

Module 3 presents requirements for the second part of the case study involving data integration. To provide a context for the case study, you can listen to executive interviews with executives from CPI Card Group, First Bank, and Pinnacol Assurance.

4 hours to complete

3 videos (Total 24 min), 6 readings, 3 quizzes

Week

Week 4

2 hours to complete

Analytical Queries and Summary Data Management

Module 4 presents requirements for the third part of the case study involving analytical queries and summary data management.

2 hours to complete

1 video (Total 6 min), 3 readings, 1 quiz

Reviews

4.6

34 reviews

5 stars
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4 stars
22.44%
3 stars
2.44%
2 stars
1.22%
1 star
2.85%

TOP REVIEWS FROM DESIGN AND BUILD A DATA WAREHOUSE FOR BUSINESS INTELLIGENCE IMPLEMENTATION

by DDJun 27, 2016

Awesome content ,very well drafted and explained course content. I am thankful to the coursera team, who has discovered such kind of really good course and specialization.

by PNDec 8, 2016

Excellent contemporary course content and hands on course. Recommended for everyone who wants start or change into exciting career in DWBI.

by PGAug 12, 2018

Very good except for the fact you had to wait for certain course aspects until the mark is officially given

by OEMay 24, 2016

Excellent course..provides hands-on experience on designing a data warehouse for BI implementation

View all reviews

About the Data Warehousing for Business Intelligence Specialization

Evaluate business needs, design a data warehouse, and integrate and visualize data using dashboards and visual analytics.

This Specialization covers data architecture skills that are increasingly critical across a broad range of technology fields. You’ll learn the basics of structured data modeling, gain practical SQL coding experience, and develop an in-depth understanding of data warehouse design and data manipulation. You’ll have the opportunity to work with large data sets in a data warehouse environment to create dashboards and Visual Analytics. You will use of MicroStrategy, a leading BI tool, OLAP (online analytical processing) and Visual Insights capabilities to create dashboards and Visual Analytics. In the final Capstone Project, you’ll apply your skills to build a small, basic data warehouse, populate it with data, and create dashboards and other visualizations to analyze and communicate the data to a broad audience.

Data Warehousing for Business Intelligence

Frequently Asked Questions

When will I have access to the lectures and assignments?
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
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The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
Is financial aid available?
Yes, Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You'll be prompted to complete an application and will be notified if you are approved. You'll need to complete this step for each course in the Specialization, including the Capstone Project. Learn more.
Will I earn university credit for completing the Course?
This Course doesn't carry university credit, but some universities may choose to accept Course Certificates for credit. Check with your institution to learn more. Online Degrees and Mastertrack™ Certificates on Coursera provide the opportunity to earn university credit.

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Design and Build a Data Warehouse for Business Intelligence Implementation

About this Course

Skills you will gain