Этот курс входит в специализацию ''Специализация Data Warehousing for Business Intelligence'
Design and Build a Data Warehouse for Business Intelligence Implementation
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Об этом курсе
4.6
Оценки: 172
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.
Приобретаемые навыки
Data WarehousingMicrostrategyData WarehouseSQL
Программа курса: что вы изучите
1
Раздел
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.
3 видео (всего 15 мин.), 9 материалов для самостоятельного изучения
9 материала для самостоятельного изучения
Slides for lesson 110мин
Slides for lesson 210мин
Slides for lesson 310мин
Background on CPI Card Group10мин
Overview of software requirements10мин
Oracle database server installation10мин
Pentaho Data Integration installation10мин
Microstrategy Desktop installation10мин
Database diagramming tools10мин
2
Раздел
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.
1 видео (всего 7 мин.), 4 материалов для самостоятельного изучения, 1 тест
1 видео
4 материала для самостоятельного изучения
Slides for lesson 110мин
Data warehouse design background10мин
Documents for the module 2 assignment10мин
Documents to review after the assignment10мин
3
Раздел
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.
3 видео (всего 24 мин.), 5 материалов для самостоятельного изучения, 3 тестов
5 материала для самостоятельного изучения
Slides for lesson 110мин
Slides for lesson 210мин
Slides for lesson 310мин
Data integration background10мин
Documents for the module 3 assignment10мин
2 практического упражнения
Practice Quiz for module 5 assignment-Test DW20мин
Quiz for module 5 assignment-Production DW20мин
4
Раздел
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.
1 видео (всего 6 мин.), 3 материалов для самостоятельного изучения, 1 тест
3 материала для самостоятельного изучения
Slides for lesson 110мин
Documents for the module 4 assignment10мин
Solutions to challenge problems10мин
4.6
Лучшие рецензии
автор: DD•Jun 28th 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.
автор: PN•Dec 9th 2016
Excellent contemporary course content and hands on course. Recommended for everyone who wants start or change into exciting career in DWBI.
Преподавателя
Michael Mannino
Associate ProfessorBusiness School, University of Colorado Denver
Jahangir Karimi
ProfessorInformation Systems University of Colorado Denver
О University of Colorado System
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.
О специализации ''Data Warehousing for Business Intelligence'
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.
Часто задаваемые вопросы
When will I have access to the lectures and assignments?
Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
What is the refund policy?
Is financial aid available?
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