Об этом курсе
4.6
Оценки: 172
Рецензии: 29
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....
Globe

Только онлайн-курсы

Начните сейчас и учитесь по собственному графику.
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Гибкие сроки

Назначьте сроки сдачи в соответствии со своим графиком.
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Предполагаемая нагрузка: 6 weeks of study, 3-5 hours/week

Прибл. 9 ч. на завершение
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English

Субтитры: English

Приобретаемые навыки

Data WarehousingMicrostrategyData WarehouseSQL
Globe

Только онлайн-курсы

Начните сейчас и учитесь по собственному графику.
Calendar

Гибкие сроки

Назначьте сроки сдачи в соответствии со своим графиком.
Clock

Предполагаемая нагрузка: 6 weeks of study, 3-5 hours/week

Прибл. 9 ч. на завершение
Comment Dots

English

Субтитры: English

Программа курса: что вы изучите

1

Раздел
Clock
2 ч. на завершение

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. ...
Reading
3 видео (всего 15 мин.), 9 материалов для самостоятельного изучения
Video3 видео
Course topics and assignments video lesson8мин
Executive interview5мин
Reading9 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
Clock
3 ч. на завершение

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....
Reading
1 видео (всего 7 мин.), 4 материалов для самостоятельного изучения, 1 тест
Video1 видео
Reading4 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
Clock
4 ч. на завершение

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....
Reading
3 видео (всего 24 мин.), 5 материалов для самостоятельного изучения, 3 тестов
Video3 видео
Executive interview5мин
Executive interview10мин
Reading5 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
Quiz2 практического упражнения
Practice Quiz for module 5 assignment-Test DW20мин
Quiz for module 5 assignment-Production DW20мин

4

Раздел
Clock
3 ч. на завершение

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. ...
Reading
1 видео (всего 6 мин.), 3 материалов для самостоятельного изучения, 1 тест
Reading3 материала для самостоятельного изучения
Slides for lesson 110мин
Documents for the module 4 assignment10мин
Solutions to challenge problems10мин
4.6

Лучшие рецензии

автор: DDJun 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: PNDec 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 Professor
Business School, University of Colorado Denver

Jahangir Karimi

Professor
Information 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....
Data Warehousing for Business Intelligence

Часто задаваемые вопросы

  • 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.

  • 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.

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