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Business Intelligence Concepts, Tools, and Applications · LearnSpace
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Business Intelligence Concepts, Tools, and Applications

Курс от University of Colorado System
Уровень не указан≈ 27.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

DashboardDecision Support SystemsBusiness IntelligenceInteractive Data VisualizationBusiness Intelligence SoftwareKey Performance Indicators (KPIs)Business ReportingLean Six SigmaPerformance MeasurementData WarehousingPerformance ReportingData AnalysisData VisualizationPerformance ImprovementMicroStrategyData-Driven Decision-MakingBusiness AnalyticsPerformance AnalysisDashboard CreationQuality Improvement

Программа курса

5 модулей · 113 учебных материалов

01Decision Making and Decision Support Systems34 материалов

Course Overview

Course Introduction Video LectureВидеоOptional Text BookЧтениеAdditional Resources - Course OverviewЧтение

Lesson 1.1: Overview of Decision Making

Overview of Decision Making Video LectureВидео

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Jahangir Karimi

Professor

Business Intelligence Concepts, Tools, and Applications
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≈ 27.9 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

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Powerpoint and Lecture Notes for Lesson 1.1Чтение
Additional Resources for Lesson 1.1Чтение

Lesson 1.2: Conceptual Foundations of Decision Making

Conceptual Foundations of Decision Making Video LectureВидеоPowerpoint and Lecture Notes for Lesson 1.2ЧтениеPractice: Applying the Decision-Making FrameworkDIALOGUEAdditional Resources for Lesson 1.2ЧтениеPeriodicalsЧтениеSelf ReflectionЗадание

Lesson 1.3: Decision Support Systems

Decision Support Systems Video LectureВидеоPowerpoint and Lecture Notes for Lesson 1.3ЧтениеAdditional Resources for Lesson 1.3ЧтениеAdditional Web ResourcesЧтениеPractice: Analyze a Decision Support System ScenarioDIALOGUEVendors and Software CompaniesЧтениеWhat if AnalysisЗадание

Lesson 1. 4: DSS in Practice

Decision Making Support in Practice Video LectureВидеоPowerpoint and Lecture Notes for Lesson 1.4ЧтениеAdditional Resources for Lesson 1.4ЧтениеReady Made DSS Products and ServicesЧтениеDecision Support SystemЗаданиеLesson 1 Practice Quiz Задание

Module 1: Software Requirements, Practice Quiz, and Assignments

Introduction to StrategyЧтениеStrategy Workstation and Cloud Platform Environments ЧтениеStrategy Workstation Software Download and Installation for PC and MacЧтениеStrategy Workstation Connections to Oracle VM on PC and MACЧтениеInstructions to get connected to Strategy WorkstationЧтениеQ&A and Errors Knowledge baseЧтениеWalking through Strategy interfaceЧтениеHow are visualizations used for analysis?ЧтениеBuild and Interactive Dossier for Powerful Data DiscoveryЗадание
02Business Intelligence Concepts and Platform Capabilities22 материалов

Lesson 2.1: BI Concepts

BI Concepts Video LectureВидеоPowerPoint and Lecture Notes for Lesson 2.1ЧтениеAdditional Resources for Lesson 2.1ЧтениеWhat's new in Workstation for 2026Чтение

Lesson 2.2 : BI Platform Capabilities

BI Platform Capabilities Video LectureВидеоPowerPoint and Lecture Notes for Lesson 2.2ЧтениеPractice: Design a Business Intelligence SolutionDIALOGUEAdditional Resources for Lesson 2.2ЧтениеTraining Video for Connecting Data in Strategy WorkstationЧтениеPractice: Prioritizing BI Capabilities in ContextDIALOGUEBusiness Intelligence Concepts and Platform CapabilitiesЧтение

Lesson 2. 3: Business Reporting

Business Reporting Video LectureВидеоPowerPoint and Lecture Notes for Lesson 2.3ЧтениеAdditional Resources for Lesson 2.3ЧтениеTraining Videos for Connecting to Spreadsheets, Joining Datasets, and Data Blending in Strategy WorkstationЧтение

Lesson 2. 4: BI OLAP Styles

BI OLAP Styles Video LectureВидеоPowerPoint and Lecture Notes for Lesson 2. 4ЧтениеAdditional Resources for Lesson 2.4ЧтениеTraining Video for Wrangling and Profiling Data in StrategyЧтение

Module 2: Practice Quiz, Peer Review Assignment, Graded Quiz, and Practice Assignmnets

Module 2 Practice Quiz ЗаданиеAssignment for Module 2: World Wide Carbon Emissions ScenarioВзаимная проверка

Graded Quiz #1: Please complete this GRADED quiz, which covers content from Modules 1 and 2

Modules 1 and 2 Graded Quiz #1 Задание
03Data Visualization and Dashboard Design22 материалов

Lesson 3.1: Data Visualization

Data Visualization Video LectureВидеоPowerpoint and Lecture Notes for Lesson 3.1ЧтениеAdditional Resources for Lesson 3.1ЧтениеTraining Videos for Building Business Dashboards with StrategyЧтениеData Visualization and Dashboard DesignЧтение

Lesson 3. 2: Data Visualization Guidelines and Pitfalls

Data Visualization Guidlines and Pitfalls Video LectureВидеоPowerpoint and Lecture Notes for Lesson 3.2ЧтениеPractice: Redesign a Flawed DashboardDIALOGUEAdditional Resources for Lesson 3.2ЧтениеTraining Video for Exploring Data in Strategy Чтение

Lesson 3. 3: Performance Dashboards

Performance Dashboards Video LectureВидеоPowerpoint and Lecture Notes for Lesson 3.3ЧтениеAdditional Resources for Lesson 3.3ЧтениеTraining Videos for Building Visualizations in Strategy Чтение

Lesson 3. 4: Dashboard Design Guidelines and Pitfalls

Dashboard Design Guidelines and Pitfalls Video LectureВидеоPowerpoint and Lecture Notes or Lesson 3.4ЧтениеAdditional Resources for Lesson 3.4ЧтениеPractice: Critique and Redesign a DashboardDIALOGUETraining Video for Enhancing and Sharing a Dashboard in StrategyЧтениеUsing AI- Assistant in Excel and StrategyЗадание

Module 3: Practice Quiz and Peer Review Assignment

Module 3 Practice Quiz ЗаданиеAssignment for Module 3: Enrollment in Distance EducationВзаимная проверка
04 Business Performance Management Systems19 материалов

Lesson 4. 1: Business Performance Management

Business Performance Management Video LectureВидеоPowerpoint and Lecture Notes for Lesson 4.1ЧтениеAdditional Resources for Lesson 4.1ЧтениеPractice: Design a Business Performance Management SolutionDIALOGUEBusiness Performance Management SystemsЧтение

Lesson 4.2 : Performance Measurement System

Performance Measurement System Video LectureВидеоPowerpoint and Lecture Notes for Lesson 4.2ЧтениеPractice: From Metrics to StrategyDIALOGUEAdditional Resources for Lesson 4.2ЧтениеTraining Videos for Data Source Connectivity and Adding Data to StrategyЧтение

Lesson 4. 3 : Balanced Scorecards and Six Sigma

Balanced Scorecards Versus Six Sigma Video LectureВидеоPowerpoint and Lecture Notes for Lesson 4.3ЧтениеAdditional Resources for Lesson 4.3ЧтениеTraining Video for Strategy Workstation Business Performance AnalysisВидео

Lesson 4. 4: Business Analytics

Business Analytics Video LectureВидеоPowerpoint and Lecture Notes for Lesson 4.4ЧтениеAdditional Resources for Lesson 4.4Чтение

Module 4: Practice Quiz and Assignment

Module 4 Practice Quiz ЗаданиеAssignment for Module 4: Dossier with Salesforce.com dataВзаимная проверка
05BI Maturity, Strategy, and Summative Project16 материалов

Lesson 5.1: BI Maturity

BI Maturity Video LectureВидеоPowerPoint and Lecture Notes for Lesson 5.1ЧтениеPractice: Diagnose BI Maturity in ContextDIALOGUEAdditional Resources for Lesson 5.1ЧтениеBI Maturity, StrategyЧтениеStrategy Auto in Business Intelligence: AI-Powered Analytics CapabilitiesЧтениеPractice: Develop a BI Maturity StrategyDIALOGUESummative Project: BPM for Blazing' Burger Fast Food RestaurantfВзаимная проверка

Lesson 5.2: BI Strategy

BI Strategy Video LectureВидеоPowerPoint and Lecture Notes for Lesson 5.2ЧтениеAdditional Resources for Lesson 5.2ЧтениеStrategy Business User CertificationЧтениеReading: AI Enabled Business User CertificationЧтениеExploring Impactful Insights with Strategy ONE (Optional)Взаимная проверка

Graded Quiz #2: Please complete this GRADED quiz, which covers content from Modules 3, 4 and 5.

Modules 3, 4, and 5 Graded Quiz #2 Задание

Closing Video

Course Closing VideoВидео