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There are 5 modules in this course
This is the fourth course in the Data Warehouse for Business Intelligence specialization. Ideally, the courses should be taken in sequence. Effectively and efficiently mining data is the very center of any modern business’s competitive strategy, and a data warehouse is a core component of this data mining. The ability to quickly look back at early trends and have the accurate data – properly formatted – is essential to good decision making. By enabling this historical overview, a data warehouse allows decision makers to learn from past trends and challenges. In essence, the benefit of a data warehouse is continuous improvement.
By the end of the course, you will be able to enhance Conformity And Quality of Data by gaining the knowledge and skills for using data warehouses for business intelligence purposes and for working as a business intelligence developer. You’ll have the opportunity to work with large data sets in a data warehouse environment and will learn the use of MicroStrategy's Online Analytical Processing (OLAP) and Visualization capabilities to create visualizations and dashboards.
The course gives an overview of how business intelligence technologies can support decision making across any number of business sectors. These technologies have had a profound impact on corporate strategy, performance, and competitiveness and broadly encompass decision support systems, business intelligence systems, and visual analytics. Modules are organized around the business intelligence concepts, tools, and applications, and the use of data warehouse for business reporting and online analytical processing, for creating visualizations and dashboards, and for business performance management and descriptive analytics.
This course is intended for business and computer science university students, IT professionals, program managers, business analysts and anyone with career interests in business intelligence.
In order to be successful in this course, you should have either completed Course 3 of the Data Warehousing for Business Intelligence Specialization or have some prior experience with data visualization and document management.
In this module, learners are introduced to decision-making concepts and the role of Decision Support Systems (DSS) in supporting business decisions. The module focuses on how decisions are made and how technology enhances decision-making. | This module covers: Lesson 1.1 - Overview of decision-making and types of decisions; Lesson 1.2 - Key concepts and models of decision-making; Lesson 1.3 - Introduction to Decision Support Systems (DSS); Lesson 1.4 - Applications of DSS in real-world decision-making. | Applying Concepts Using MicroStrategy Software: 1) Introduction to MicroStrategy software and its role in supporting data-driven decision-making, along with accessing the platform for assignments; 2) Hands-on use of MicroStrategy, including setup, navigation, and data exploration; 3) Creating visualizations and interactive dashboards (dossiers) for analysis and decision support. | To complete the practice assignments, you may: 1) Install Strategy Desktop and analyze offline dashboards; 2) Use Strategy Library (for Mac users). Note: Access requires a corporate or academic email address. | By the end of this module, learners will be able to: 1) Understand decision-making processes and types of decisions; 2) Explain the role of Decision Support Systems (DSS); 3) Use MicroStrategy software for basic data analysis and visualization.
What's included
5 videos21 readings5 assignments
Show info about module content
5 videos•Total 36 minutes
Course Introduction Video Lecture•3 minutes
Overview of Decision Making Video Lecture•5 minutes
Conceptual Foundations of Decision Making Video Lecture•11 minutes
Decision Support Systems Video Lecture•9 minutes
Decision Making Support in Practice Video Lecture•8 minutes
21 readings•Total 210 minutes
Optional Text Book•10 minutes
Additional Resources - Course Overview•10 minutes
Powerpoint and Lecture Notes for Lesson 1.1•10 minutes
Additional Resources Lesson 1.1•10 minutes
Powerpoint and Lecture Notes for Lesson 1.2•10 minutes
Additional Resources Lesson 1.2•10 minutes
Periodicals•10 minutes
Powerpoint and Lecture Notes for Lesson 1.3•10 minutes
Additional Resources for Lesson 1.3•10 minutes
Additional Web Resources•10 minutes
Vendors and Software Companies•10 minutes
Powerpoint and Lecture Notes for Lesson 1.4•10 minutes
Additional Resources for Lesson 1.4•10 minutes
Ready Made DSS Products and Services•10 minutes
Introduction to Strategy•10 minutes
Strategy Workstation and Cloud Platform Environments •10 minutes
Strategy Workstation Software Download and Installation for PC and Mac•10 minutes
Strategy Workstation Connections to Oracle VM on PC and MAC•10 minutes
Q&A and Errors Knowledge base•10 minutes
Walking through Strategy interface•10 minutes
How are visualizations used for analysis?•10 minutes
5 assignments•Total 220 minutes
Build and Interactive Dossier for Powerful Data Discovery•120 minutes
Self Reflection•30 minutes
What if Analysis•20 minutes
Decision Support System•20 minutes
Module 1 Practice Quiz•30 minutes
Business Intelligence Concepts and Platform Capabilities
Module 2•5 hours to complete
Module details
In this module, learners build on foundational concepts by exploring Business Intelligence (BI), its architecture, components, and relationship with Decision Support Systems (DSS). The module focuses on how BI platforms support data-driven decision-making in organizations. | This module covers: Lesson 2.1 - BI concepts, architecture, and key components; Lesson 2.2 - BI platform capabilities, including data connectivity and platform functionality; Lesson 2.3 - business reporting, types of reports, and the structure of reporting systems; Lesson 2.4 - OLAP styles, their applications, and differences between OLAP and OLTP systems. | Applying Concepts Using MicroStrategy Software: 1) Introduction to MicroStrategy as a Business Intelligence tool and its role in supporting data-driven decision-making; 2) Hands-on use of MicroStrategy, including connecting to data sources, exploring datasets, and understanding platform capabilities; 3) Creating reports and visualizations using MicroStrategy to support business reporting and analysis. | To complete the practice assignments for this unit, learners may: 1) Use Strategy Desktop to create data visualizations and analyze data to generate business insights; 2) Use Strategy Library (for Mac users) to complete the corresponding assignments. Note: Access requires a corporate or academic email address; personal email accounts are not permitted. | By the end of this module, learners will be able to: 1) Understand Business Intelligence concepts and platform components; 2) Explain business reporting systems and OLAP functionalities; 3) Use MicroStrategy software for data analysis, reporting, and visualization.
What's included
4 videos13 readings2 assignments1 peer review
Show info about module content
4 videos•Total 28 minutes
BI Concepts Video Lecture•8 minutes
BI Platform Capabilities Video Lecture•8 minutes
Business Reporting Video Lecture•7 minutes
BI OLAP Styles Video Lecture•5 minutes
13 readings•Total 130 minutes
PowerPoint and Lecture Notes for Lesson 2.1•10 minutes
Additional Resources for Lesson 2.1•10 minutes
What's new in Workstation for 2025•10 minutes
PowerPoint and Lecture Notes for Lesson 2.2•10 minutes
Additional Resources for Lesson 2.2•10 minutes
Training Video for Connecting Data in Strategy Workstation•10 minutes
Business Intelligence Concepts and Platform Capabilities•10 minutes
PowerPoint and Lecture Notes for Lesson 2.3•10 minutes
Additional Resources for Lesson 2.3•10 minutes
Training Videos for Connecting to Spreadsheets, Joining Datasets, and Data Blending in Strategy Workstation•10 minutes
PowerPoint and Lecture Notes for Lesson 2. 4•10 minutes
Additional Resources for Lesson 2.4•10 minutes
Training Video for Wrangling and Profiling Data in Strategy•10 minutes
2 assignments•Total 60 minutes
Modules 1 and 2 Graded Quiz #1•30 minutes
Module 2 Practice Quiz•30 minutes
1 peer review•Total 60 minutes
Assignment for Module 2: World Wide Carbon Emissions Scenario•60 minutes
Data Visualization and Dashboard Design
Module 3•5 hours to complete
Module details
In this module, learners focus on creating effective data visualizations and designing interactive dashboards to support business decision-making. The module introduces types of data, chart selection (basic and composite charts), and best practices for creating clear and impactful visualizations. It also covers dashboard concepts, including types of dashboards, key components, metrics, and common design guidelines and pitfalls. | This module covers: Lesson 3.1 - Data Visualization; Lesson 3.2 - Data Visualization Guidelines and Pitfalls; Lesson 3.3 - Performance Dashboards; Lesson 3.4 - Dashboard Design Guidelines and Pitfalls. | Applying Concepts Using MicroStrategy Software: 1) Introduction to MicroStrategy Visual Insight for creating visualizations and dashboards; 2) Hands-on use of MicroStrategy for data exploration and dashboard design; 3) Creating and refining dashboards for business analysis and decision support. | To complete the practice assignments for this unit, you may: 1) Use Strategy Desktop to create data visualizations and analyze data to generate business insights; 2) Use Strategy Library (for Mac users) to complete the corresponding assignments. Note: Access requires a corporate or academic email address; personal email accounts are not permitted. | By the end of this module, learners will be able to: 1) Understand data visualization principles and chart selection; 2) Apply best practices and avoid common dashboard design pitfalls; 3) Use MicroStrategy to create dashboards and visualizations for business analysis.
What's included
4 videos13 readings2 assignments1 peer review
Show info about module content
4 videos•Total 33 minutes
Data Visualization Video Lecture•9 minutes
Data Visualization Guidlines and Pitfalls Video Lecture•6 minutes
Performance Dashboards Video Lecture•9 minutes
Dashboard Design Guidelines and Pitfalls Video Lecture•9 minutes
13 readings•Total 130 minutes
Powerpoint and Lecture Notes for Lesson 3.1•10 minutes
Additional Resources for Lesson 3.1•10 minutes
Training Videos for Building Business Dashboards with Strategy•10 minutes
Data Visualization and Dashboard Design•10 minutes
Powerpoint and Lecture Notes for Lesson 3.2•10 minutes
Additional Resources for Lesson 3.2•10 minutes
Training Video for Exploring Data in Strategy •10 minutes
Powerpoint and Lecture Notes for Lesson 3.3•10 minutes
Additional Resources for Lesson 3.3•10 minutes
Training Videos for Building Visualizations in Strategy •10 minutes
Powerpoint and Lecture Notes for Lesson 3.4•10 minutes
Additional Resources for Lesson 3.4•10 minutes
Training Video for Enhancing and Sharing a Dashboard in Strategy•10 minutes
2 assignments•Total 60 minutes
Using AI- Assistant in Excel and Strategy•30 minutes
Module 3 Practice Quiz•30 minutes
1 peer review•Total 60 minutes
Assignment for Module 3: Enrollment in Distance Education•60 minutes
Business Performance Management Systems
Module 4•4 hours to complete
Module details
This module focuses on how BI is used for Business Performance Management (BPM). Learners will understand the main components of BPM, the four phases of the BPM cycle, and how organizations deploy performance management systems. In Lesson 4.2, learners will explore performance measurement systems and key performance indicators (KPIs). In Lesson 4.3, learners will examine balanced scorecard perspectives and compare them with Six Sigma approaches. In Lesson 4.4, learners will understand the role of visual and business analytics (BA) in BI and how analytics supports performance management in practice. | This module covers: Lesson 4.1 - Business Performance Management; Lesson 4.2 - Performance Measurement System and KPIs; Lesson 4.3 - Balanced Scorecards and Six Sigma; Lesson 4.4 - Business Analytics. | To complete the practice assignments for this unit, learners may: 1) Use Strategy Desktop Visual Insight to design a dashboard for a Financial Services company, apply concepts, and explore visualization capabilities in a peer-evaluated exercise; 2) Use Strategy Library (for Mac users) to complete the corresponding assignments. Note: Access to the Strategy Platform is available only through the official Strategy corporate website and requires a corporate or academic email address; personal email accounts are not permitted.
| By the end of this module, learners will be able to: 1) Understand Business Performance Management (BPM) concepts and lifecycle; 2) Explain performance measurement systems, KPIs, and balanced scorecards; 3) Compare balanced scorecards with Six Sigma approaches; 4) Understand the role of business analytics in BI and performance management.
What's included
5 videos10 readings1 assignment1 peer review
Show info about module content
5 videos•Total 49 minutes
Business Performance Management Video Lecture•10 minutes
Performance Measurement System Video Lecture•6 minutes
Balanced Scorecards Versus Six Sigma Video Lecture•10 minutes
Training Video for Strategy Workstation Business Performance Analysis•13 minutes
Business Analytics Video Lecture•9 minutes
10 readings•Total 100 minutes
Powerpoint and Lecture Notes for Lesson 4.1•10 minutes
Additional Resources for Lesson 4.1•10 minutes
Business Performance Management Systems•10 minutes
Powerpoint and Lecture Notes for Lesson 4.2•10 minutes
Additional Resources for Lesson 4.2•10 minutes
Training Videos for Data Source Connectivity and Adding Data to Strategy•10 minutes
Powerpoint and Lecture Notes for Lesson 4.3•10 minutes
Additional Resources for Lesson 4.3•10 minutes
Powerpoint and Lecture Notes for Lesson 4.4•10 minutes
Additional Resources for Lesson 4.4•10 minutes
1 assignment•Total 30 minutes
Module 4 Practice Quiz•30 minutes
1 peer review•Total 60 minutes
Assignment for Module 4: Dossier with Salesforce.com data•60 minutes
BI Maturity, Strategy, and Summative Project
Module 5•4 hours to complete
Module details
Module 5 focuses on BI maturity and strategy. Learners will understand different levels of BI maturity, the factors that impact BI maturity within an organization, and the main challenges and potential solutions for achieving pervasive BI maturity. The module also focuses on the critical success factors for implementing a BI strategy, BI framework, and BI implementation targets. | This module covers: Lesson 5.1 - BI Maturity; Lesson 5.2 - BI Strategy; Summative Project and BI Implementation. | To complete the practice assignments for this unit, learners may: 1) Apply these concepts to create dashboards, blend external datasets, and explore visualization capabilities to find insights faster in a peer-evaluated exercise using Strategy visual analytics; 2) Use Strategy Library (for Mac users) to complete the corresponding assignments. Note: Access to the Strategy Platform is available only through the official Strategy corporate website and requires a corporate or academic email address; personal email accounts are not permitted. | By the end of this module, learners will be able to: 1) Understand BI maturity levels and factors affecting BI maturity; 2) Identify challenges and solutions for achieving pervasive BI maturity; 3) Explain BI strategy, framework, and implementation targets; 4) Apply BI concepts to analyze KPIs and generate insights using Strategy tools in a summative project.
What's included
3 videos8 readings1 assignment2 peer reviews
Show info about module content
3 videos•Total 16 minutes
BI Maturity Video Lecture•7 minutes
BI Strategy Video Lecture•6 minutes
Course Closing Video•3 minutes
8 readings•Total 80 minutes
PowerPoint and Lecture Notes for Lesson 5.1•10 minutes
Additional Resources for Lesson 5.1•10 minutes
BI Maturity, Strategy•10 minutes
Using Auto Answers in Strategy One•10 minutes
PowerPoint and Lecture Notes for Lesson 5.2•10 minutes
Additional Resources for Lesson 5.2•10 minutes
Strategy Business User Certification•10 minutes
Reading: AI Enabled Business User Certification•10 minutes
1 assignment•Total 30 minutes
Modules 3, 4, and 5 Graded Quiz #2•30 minutes
2 peer reviews•Total 120 minutes
Exploring Impactful Insights with Strategy ONE (Optional)•60 minutes
Summative Project: BPM For Blazing' Burger Fast Food Restaurant•60 minutes
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Learner reviews
4.5
651 reviews
5 stars
63.35%
4 stars
26.56%
3 stars
5.64%
2 stars
1.83%
1 star
2.59%
Showing 3 of 651
J
JK
4·
Reviewed on Jun 5, 2020
This was a fun course, but too short in my opinion. It would have been better if there were more assignments that didn't have step by step instructions, so that we can learn by doing more efficiently.
B
BK
5·
Reviewed on Jul 24, 2023
Andvanced concepts hands on practical projects helped me to obtain skills in Business intelligence, analysis and visualizations.
M
MH
5·
Reviewed on Nov 20, 2016
Awesome course with complete coverage to BI concepts in general and in specific to microstrategy
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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.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.