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Design and Build a Data Warehouse for Business Intelligence Implementation · LearnSpace
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Design and Build a Data Warehouse for Business Intelligence Implementation

Курс от University of Colorado System
Уровень не указан≈ 31.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

Data ManagementData IntegrationData WarehousingAnalytical SkillsData ArchitectureBusiness Intelligence SoftwareQuery LanguagesBusiness IntelligenceDashboard CreationMicroStrategyCase StudiesStar SchemaPostgreSQLData ModelingData TransformationData Visualization SoftwareExtract, Transform, LoadSQL

Программа курса

6 модулей · 47 учебных материалов

01Course Overview12 материалов

Course objectives

Course introductionВидеоSlides for lesson 1Чтение

Course topics and assignments

Course topics and assignments video lessonВидеоSlides for lesson 2Чтение

CPI Card Group background

Учитесь у экспертов

Michael Mannino

Associate Professor

Jahangir Karimi

Professor

Design and Build a Data Warehouse for Business Intelligence Implementation
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Обучение на Coursera

≈ 31.5 ч

6 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

Часть программы вашего университета
Executive interviewВидео
Slides for lesson 3Чтение
Background on CPI Card GroupЧтение

Course software requirements

Overview of software requirementsЧтениеPostgreSQL InstallationЧтениеPentaho Data Integration installationЧтениеMicroStrategy Workstation Software Download and Installation for Microsoft Windows and Mac OSЧтениеDatabase diagramming toolsЧтение
02Data Warehouse Design6 материалов

CPI Card Group background

Executive interviewВидеоSlides for lesson 1Чтение

Case study requirements

Data warehouse design backgroundЧтениеModule 2 assignmentЧтениеSelf-Evaluation for the Module 2 AssignmentЧтениеReflective Quiz for the Module 2 AssignmentЗадание
03Data Integration13 материалов

CPI Card Group background

Executive interviewВидеоSlides for lesson 1Чтение

First Bank data integration background

Executive interviewВидеоSlides for lesson 2Чтение

Pinnacol Assurance data integration background

Executive interviewВидеоSlides for lesson 3Чтение

Case study requirements

Data integration backgroundЧтениеModule 3 AssignmentЧтениеExtended transformation notes and examplesЧтениеSelf-Evaluation for the Module 3 AssignmentЧтениеReflective Quiz for the Module 3 AssignmentЗаданиеPractice Quiz for the module 3 assignment-Test DWЗадание
04Analytical Queries and Summary Data Management6 материалов

Summary data management background

Executive Interview with Kellyn Gorman of OracleВидеоSlides for lesson 1Чтение

Case study requirements

Module 4 AssignmentЧтениеSQL Statements for the Module 4 AssignmentЧтениеSelf Evaluation for the Module 4 AssignmentЧтениеReflective Quiz for the Module 4 AssignmentЗадание
05 Data Visualization and Dashboard Design Requirements 6 материалов

Case study requirements

Executive Interview with Matthew Caton of Data Source ConsultingВидеоSlides for executive interview with Matthew CatonЧтениеExecutive Interview with Tyler Wilson on BI Platform Capabilities at CPI Card GroupВидеоCapstone Project Data Visualizations and Dashboard Design RequirementsЧтениеEarlier Assignments from Course 4ЧтениеQ & A and Error Knowledge baseЧтение
06Wrap Up and Project Submission4 материалов

Captsone Project Submission

Executive Interview with James Gualke on the State of BI Maturity and Strategy at PDC EnergyВидеоBackground Information on Data Visualization and Dashboard DesignЧтениеData Visualization and Dashboard Design AssignmentВзаимная проверкаCourse conclusion video lectureВидео
Quiz for the module 3 assignment-Production DWЗадание