&lt;p&gt;Business Intelligence (BI) refers to technologies, applications, and practices for the collection, integration, analysis, and presentation of business information. The purpose of business intelligence is to support better business decision making. This course provides an overview of the technology of BI and the application of BI to an organization’s strategies and goals.&amp;nbsp;&lt;&#x2F;p&gt;

Business Intelligence (BI) refers to technologies, applications, and practices for the collection, integration, analysis, and presentation of business information.

<ul><li class="ql-align-justify">The Challenge of Decision Making&nbsp;</li><li class="ql-align-justify">Introduction of Business Intelligence&nbsp;</li><li class="ql-align-justify">The Business Intelligence Value Proposition&nbsp;</li><li class="ql-align-justify">The Combination of Business and Technology&nbsp;</li></ul>

Understanding Business Intelligence

<ul><li class="ql-align-justify">Data Warehousing&nbsp;</li><li class="ql-align-justify ql-indent-1">Data Warehouse Definition&nbsp;</li><li class="ql-align-justify ql-indent-1">ETL, Data Marts and Analytical Data&nbsp;</li><li class="ql-align-justify ql-indent-1">Organization of the Data Warehouse&nbsp;</li><li class="ql-align-justify">Enterprise Resource Planning&nbsp;</li><li class="ql-align-justify ql-indent-1">Distributing the Enterprise&nbsp;</li><li class="ql-align-justify ql-indent-1">First ERP, then Business Intelligence&nbsp;</li><li class="ql-align-justify ql-indent-1">The Current State of Affairs&nbsp;</li><li class="ql-align-justify">Customer Relationship Management&nbsp;</li><li class="ql-align-justify ql-indent-1">CRM, ERP, and Business Intelligence&nbsp;</li><li class="ql-align-justify ql-indent-1">Customer Decisions&nbsp;</li><li class="ql-align-justify ql-indent-1">Decisions About Customers&nbsp;</li><li class="ql-align-justify">Business Intelligence and Financial Information&nbsp;</li></ul>

Business Intelligence Technology Counterparts

<ul><li class="ql-align-justify">Enterprise and Departmental Business Intelligence&nbsp;</li><li class="ql-align-justify">Strategic and Tactical Business Intelligence&nbsp;</li><li class="ql-align-justify">Power and Usability in Business Intelligence&nbsp;</li><li class="ql-align-justify">Finding the Right Spot on the Continuum&nbsp;</li></ul>

The Spectrum of Business Intelligence

<ul><li class="ql-align-justify">Querying and Reporting&nbsp;</li><li class="ql-align-justify">Reporting and Querying Toolkits&nbsp;</li><li class="ql-align-justify">Basic Approaches&nbsp;</li><li class="ql-align-justify ql-indent-1">Building Ad-Hoc Queries&nbsp;</li><li class="ql-align-justify ql-indent-1">Building On-Demand Self-Service Reports&nbsp;</li><li class="ql-align-justify ql-indent-1">Enhancing and Modifying&nbsp;</li><li class="ql-align-justify">Data Access&nbsp;</li><li class="ql-align-justify ql-indent-1">Pull-Oriented Data Access&nbsp;</li><li class="ql-align-justify ql-indent-1">Push-Oriented Data Access&nbsp;</li><li class="ql-align-justify">Dashboards&nbsp;</li><li class="ql-align-justify ql-indent-1">EIS Is the Engine&nbsp;</li><li class="ql-align-justify ql-indent-1">Metric System and KPIs&nbsp;</li><li class="ql-align-justify ql-indent-1">Business Intelligence Dashboards&nbsp;</li><li class="ql-align-justify">Briefing Books&nbsp;</li></ul>

Business Intelligence User Interfaces

<ul><li class="ql-align-justify">Definition of OLAP&nbsp;</li><li class="ql-align-justify ql-indent-1">OLAP and OLTP&nbsp;</li><li class="ql-align-justify ql-indent-1">Operational Data Stores&nbsp;</li><li class="ql-align-justify ql-indent-1">Variations in Data and Approach&nbsp;</li><li class="ql-align-justify">OLAP Applications and Functionality&nbsp;</li><li class="ql-align-justify">Multi-Dimensions&nbsp;</li><li class="ql-align-justify ql-indent-1">Thinking in More Than Two Dimensions&nbsp;</li><li class="ql-align-justify ql-indent-1">Drilling and Pivoting&nbsp;</li><li class="ql-align-justify">OLAP Architecture&nbsp;</li><li class="ql-align-justify ql-indent-1">Cubism&nbsp;</li><li class="ql-align-justify ql-indent-1">Tools&nbsp;</li><li class="ql-align-justify ql-indent-1">ROLAP&nbsp;</li><li class="ql-align-justify ql-indent-1">MOLAP&nbsp;</li><li class="ql-align-justify ql-indent-1">HOLAP&nbsp;</li><li class="ql-align-justify">Data Mining&nbsp;</li><li class="ql-align-justify ql-indent-1">Definition and objectives of data mining&nbsp;</li><li class="ql-align-justify ql-indent-1">Data mining process and steps&nbsp;</li><li class="ql-align-justify ql-indent-1">Data preprocessing: data cleaning, integration, transformation, and reduction&nbsp;</li><li class="ql-align-justify ql-indent-1">Data mining vs. related fields (machine learning, statistics)&nbsp;</li></ul>

On-Line Analytical Processing (OLAP)

<ul><li class="ql-align-justify">Handling Unstructured Data&nbsp;</li><li class="ql-align-justify">Exploratory data analysis techniques&nbsp;</li><li class="ql-align-justify">Data visualization principles and tools&nbsp;</li><li class="ql-align-justify">Identifying patterns and trends in data&nbsp;</li><li class="ql-align-justify">Summary statistics and descriptive analysis&nbsp;</li></ul>

Data Exploration and Visualization

<ul><li class="ql-align-justify">The Business Intelligence Project Plan&nbsp;</li><li class="ql-align-justify ql-indent-1">Planning the Plan&nbsp;</li><li class="ql-align-justify ql-indent-1">Resources and Roles&nbsp;</li><li class="ql-align-justify ql-indent-1">Risk Management&nbsp;</li><li class="ql-align-justify ql-indent-1">Data Migration Issues&nbsp;</li><li class="ql-align-justify">Human Factors&nbsp;</li><li class="ql-align-justify ql-indent-1">The Business Intelligence Technology Team&nbsp;</li><li class="ql-align-justify ql-indent-1">Choosing the Right Size, Shape, and Cost&nbsp;</li><li class="ql-align-justify ql-indent-1">Architecture Alternatives&nbsp;</li><li class="ql-align-justify ql-indent-1">User-Oriented Architecture&nbsp;</li></ul>

Data Governance and Quality

<ul><li class="ql-align-justify">Developing a BI strategy for organizations&nbsp;</li><li class="ql-align-justify">BI implementation challenges and considerations&nbsp;</li><li class="ql-align-justify">Role of BI in driving business innovation&nbsp;</li><li class="ql-align-justify">Emerging trends in Business Intelligence&nbsp;</li></ul>

Certificate in Business Intelligence Associate (CBIA)

Examination

Program Objectives

Program Modules

Enhance Your Academic Journey with Us!

Certificate in Business Intelligence Associate (CBIA)

Examination

Program Objectives

Program Modules

02Business Intelligence Technology Counterparts

03The Spectrum of Business Intelligence

04Business Intelligence User Interfaces

05On-Line Analytical Processing (OLAP)

06Data Exploration and Visualization

07Data Governance and Quality

08Business Intelligence Strategy and Trends

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Enhance Your Academic Journey with Us!