Business Intelligence Concepts, Tools, and Applications
€0, aangeboden door Coursera
About this course: This is the fourth course in the Data Warehouse for Business Intelligence specialization. Ideally, the courses should be taken in sequence. In this course, you will gain the knowledge and skills for using data warehouses for business intelligence purposes and for working as a business intelligence developer. You’ll have the opportunity to work with large data sets in a data warehouse environment and will learn the use of MicroStrategy's Online Analytical Processing (OLAP) and Visualization capabilities to create visualizations and dashboards. The course gives an overview of how business intelligence technologies can support decision making across any number of business sectors. These technologies have had a profound impact on corporate strategy, performance, and competitiveness and broadly encompass decision support systems, business intelligence systems, and visual analytics. Modules are organized around the business intelligence concepts, tools, and applications, and the use of data warehouse for business reporting and online analytical processing, for creating visualizations and dashboards, and for business performance management and descriptive analytics.
Created by:Â Â Â University of Colorado System
Taught by:Â Â Â Â Jahangir Karimi, Professor
Information Systems University of Colorado Denver
Basic Info
Course 4 of 5 in the Data Warehousing for Business Intelligence Specialization.
Commitment
5 weeks of study, 3-5 hours/week
Language
English
How To Pass
Pass all graded assignments to complete the course.
User Ratings
4.4 stars
Average User Rating 4.4See all 28 reviews
Course 4 of Specialization
Harness Business Data. Build a fully-optimized business data warehouse in five courses.
Data Warehousing for Business Intelligence
University of Colorado System
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Coursework
Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.
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About 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.
Syllabus
WEEK 1
Decision Making and Decision Support Systems
Module 1 explains the role of computerized support for decision making and its importance. It starts by identifying the different types of decisions managers face, and the process through which they make decisions. It then focuses on decision making styles, th...Â
5 videos, 19 readings, 1 reading
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Graded: Assignment for Module 1: Offline Dashboards with Advanced Visualizations
WEEK 2
Business Intelligence Concepts and Platform Capabilities
Now that you understand the conceptual foundation of decision making and DSS, in module 2 we start by defining business intelligence (BI), BI architecture, and its components, and relate them to DSS. In lesson 2, you will learn the main components of BI plat...Â
5 videos, 11 readings, 1 reading
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Graded: Assignment for Module 2: World Wide Carbon Emissions Scenario
WEEK 3
Data Visualization and Dashboard Design
This module continues on the top job responsibilities of BI analysts by focusing on creating data visualizations and dashboards. You will first learn the importance of data visualization and different types of data that can be visually represented. You will th...Â
6 videos, 12 readings, 1 reading
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Graded: Assignment for Module 3: Design Dashboard for a Financial Service Company
WEEK 4
Business Performance Management Systems
This module focuses on how BI is used for Business Performance Management (BPM). You will learn the main components of BPM as well as the four phases of BPM cycle and how organizations typically deploy BPM. In lesson 2, you will learn the purpose of Performanc...Â
5 videos, 11 readings, 1 reading
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Graded: Assignment for Module 4: Advanced Enterprise Data Discovery
WEEK 5
BI Maturity, Strategy, and Summative Project
Module 5 covers BI maturity and strategy. You will learn different levels of BI maturity, the factors that impact BI maturity within an organization, and the main challenges and the potential solutions for a pervasive BI maturity within an organization. The la...Â
3 videos, 4 readings
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Graded: Summative Project: BPM For Blazin' Burger Fast Food Restaurant