Design and Build a Data Warehouse for Business Intelligence Implementation

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University of Colorado System

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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. 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.

设计和构建用于商业智能实施的数据仓库:顶峰课程“设计和构建用于商业智能实施的数据仓库”以真实案例研究为特色,该案例研究将您在所有专业课程中的学习整合在一起。为了响应案例研究中提出的业务需求,您将设计和构建一个小型数据仓库,创建数据集成工作流以刷新仓库,编写SQL语句以支持分析和摘要查询要求,并使用MicroStrategy商业智能平台来进行以下操作:创建仪表板和可视化。 在入门课程的第一部分中,将向您介绍中型公司,了解它们的数据仓库和商业智能要求以及现有数据源。首先,您将为小型数据仓库设计仓库模式和维度模型。然后,您将使用Pentaho Data Integration创建数据集成工作流,以刷新数据仓库。接下来,您将编写用于分析查询要求的SQL语句,并创建实例化视图以支持摘要数据管理。最后,您将使用MicroStrategy OLAP功能来深入了解数据仓库。在完成的项目中,您将建立一个小型数据仓库,其中包含架构设计,数据集成工作流,分析查询,物化视图,仪表板和可视化,您可以自豪地向当前和潜在的雇主展示这些数据。

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