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.
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課程信息
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您將獲得的技能
Data WarehousingMicrostrategyData WarehouseSQL
100% 在線
立即開始，按照自己的計劃學習。
第 5 門課程（共 5 門）
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完成時間大約為8 小時
建議：6 weeks of study, 3-5 hours/week
英語（English）
字幕：英語（English）
教學大綱 - 您將從這門課程中學到什麼
完成時間為 2 小時
Course Overview
Module 1 introduces the objectives and topics in the course and provides background on the case and software requirements. The capstone course is organized around a realistic case study based on the business situation faced by CPI Card Group in 2015.
完成時間為 2 小時
3 個視頻 （總計 15 分鐘）, 9 個閱讀材料
9 個閱讀材料
Slides for lesson 110分鐘
Slides for lesson 210分鐘
Slides for lesson 310分鐘
Background on CPI Card Group10分鐘
Overview of software requirements10分鐘
Oracle database server installation10分鐘
Pentaho Data Integration installation10分鐘
Microstrategy Desktop installation10分鐘
Database diagramming tools10分鐘
完成時間為 3 小時
Data Warehouse Design
Module 2 presents the requirements of the first part of the case study involving data warehouse design. To provide a context for the case study, you can listen to an executive interview with a CPI Card Group executive.
完成時間為 3 小時
1 個視頻 （總計 7 分鐘）, 4 個閱讀材料, 1 個測驗
1 個視頻
4 個閱讀材料
Slides for lesson 110分鐘
Data warehouse design background10分鐘
Documents for the module 2 assignment10分鐘
Documents to review after the assignment10分鐘
完成時間為 4 小時
Data Integration
Module 3 presents requirements for the second part of the case study involving data integration. To provide a context for the case study, you can listen to executive interviews with executives from CPI Card Group, First Bank, and Pinnacol Assurance.
完成時間為 4 小時
3 個視頻 （總計 24 分鐘）, 5 個閱讀材料, 3 個測驗
5 個閱讀材料
Slides for lesson 110分鐘
Slides for lesson 210分鐘
Slides for lesson 310分鐘
Data integration background10分鐘
Documents for the module 3 assignment10分鐘
2 個練習
Practice Quiz for module 5 assignment-Test DW20分鐘
Quiz for module 5 assignment-Production DW20分鐘
完成時間為 3 小時
Analytical Queries and Summary Data Management
Module 4 presents requirements for the third part of the case study involving analytical queries and summary data management.
完成時間為 3 小時
1 個視頻 （總計 6 分鐘）, 3 個閱讀材料, 1 個測驗
3 個閱讀材料
Slides for lesson 110分鐘
Documents for the module 4 assignment10分鐘
Solutions to challenge problems10分鐘
審閱
4.6
來自设计和开发数据仓库来实现商业智能的熱門評論
由 DD 提供Jun 27, 2016
Awesome content ,very well drafted and explained course content. I am thankful to the coursera team, who has discovered such kind of really good course and specialization.
由 PN 提供Dec 8, 2016
Excellent contemporary course content and hands on course. Recommended for everyone who wants start or change into exciting career in DWBI.
由 AA 提供Jul 16, 2017
Great specialization, extenuates assessments, Oracle, ETL, and Microstrategy Excelent softwares, great challenge
由 PG 提供Aug 12, 2018
Very good except for the fact you had to wait for certain course aspects until the mark is officially given
提供方
科罗拉多大学系统
The University of Colorado is a recognized leader in higher education on the national and global stage. We collaborate to meet the diverse needs of our students and communities. We promote innovation, encourage discovery and support the extension of knowledge in ways unique to the state of Colorado and beyond.
關於 面向商业智能的数据仓库 專項課程
Evaluate business needs, design a data warehouse, and integrate and visualize data using dashboards and visual analytics.
This Specialization covers data architecture skills that are increasingly critical across a broad range of technology fields. You’ll learn the basics of structured data modeling, gain practical SQL coding experience, and develop an in-depth understanding of data warehouse design and data manipulation. You’ll have the opportunity to work with large data sets in a data warehouse environment to create dashboards and Visual Analytics. You will use of MicroStrategy, a leading BI tool, OLAP (online analytical processing) and Visual Insights capabilities to create dashboards and Visual Analytics. In the final Capstone Project, you’ll apply your skills to build a small, basic data warehouse, populate it with data, and create dashboards and other visualizations to analyze and communicate the data to a broad audience.
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