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完成時間大約為14 小時

建議:5 weeks of study, 3-5 hours/week...

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Business IntelligenceData AnalysisData Visualization (DataViz)Microstrategy

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

完成時間大約為14 小時

建議:5 weeks of study, 3-5 hours/week...

英語(English)

字幕:英語(English), 越南語, 中文(簡體)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 6 小時

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, the four stages of Simon’s decision-making process, and common strategies and approaches of decision makers. In the next two lessons, you will learn the role of Decision Support Systems (DSS), understand its main components, the various DSS types and classification, and how DSS have changed over time. Finally, in lesson 4, we focus on how DSS supports each phase of decision making and summarize the evolution of DSS applications, and on how they have changed over time. I recommend that you go to Ready Made DSS sites and use some of DSS that are listed for various types of decisions. You will need to install MicroStrategy Desktop to analyze three stand-alone offline dashboards in a peer-evaluated exercise.

...
5 個視頻 (總計 36 分鐘), 19 個閱讀材料, 2 個測驗
5 個視頻
Overview of Decision Making Video Lecture5分鐘
Conceptual Foundations of Decision Making Video Lecture11分鐘
Decision Support Systems Video Lecture8分鐘
Decision Making Support in Practice Video Lecture8分鐘
19 個閱讀材料
Optional Text Book10分鐘
Additional Resources - Course Overview10分鐘
Powerpoint and Lecture Notes for Lesson 1.110分鐘
Additional Resources Lesson 1.110分鐘
Powerpoint and Lecture Notes for Lesson 1.210分鐘
Additional Resources Lesson 1.210分鐘
Periodicals10分鐘
Powerpoint and Lecture Notes for Lesson 1.310分鐘
Additional Resources for Lesson 1.310分鐘
Additional Web Resources10分鐘
Vendors and Software Companies10分鐘
Powerpoint and Lecture Notes for Lesson 1.410分鐘
Additional Resources for Lesson 1.410分鐘
Ready Made DSS Products and Services10分鐘
MicroStrategy Desktop Software Download and Installations Steps for PC and MAC10分鐘
MicroStrategy Desktop Connections to Oracle VM on PC and MAC10分鐘
MicroStrategy Desktop Welcome Training Video10分鐘
Dashboards Demonstration Videos10分鐘
Q & A and Errors Knowledge base10分鐘
1 個練習
Module 1 Practice Quiz10分鐘
2
完成時間為 5 小時

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 platforms, their capabilities, and understand the competitive landscape of BI platforms. In lesson 3, you will learn the building blocks of business reports, the types of business reports, and the components and structure of business reporting systems. Finally, in lesson 4, you will learn different types of OLAP and their applications and comprehend the differences between OLAP and OLTP. You will need to use MicroStrategy Desktop to create effective and compelling data visualizations to analyze data and acquire insights into business practices in a peer-evaluated exercise.

...
5 個視頻 (總計 52 分鐘), 11 個閱讀材料, 3 個測驗
5 個視頻
BI Platform Capabilities Video Lecture7分鐘
Training Video for Microstrategy Desktop BI Capabilities23分鐘
Business Reporting Video Lecture7分鐘
BI OLAP Styles Video Lecture5分鐘
11 個閱讀材料
Powerpoint and Lecture Notes for Lesson 2.110分鐘
Additional Resources for Lesson 2.110分鐘
Training Video for Connecting Data in MicroStrategy Desktop10分鐘
Powerpoint and Lecture Notes for Lesson 2.210分鐘
Additional Resources for Lesson 2.210分鐘
Powerpoint and Lecture Notes for Lesson 2.310分鐘
Additional Resources for Lesson 2.310分鐘
Training Videos for Connecting to Spreadsheets, Joining Datasets, and Data Blending in MicroStrategy Desktop10分鐘
Powerpoint and Lecture Notes for Lesson 2. 410分鐘
Additional Resources for Lesson 2.410分鐘
Training Video for Wrangling and Profiling Data in MicroStrategy10分鐘
2 個練習
Module 2 Practice Quiz10分鐘
Modules 1 and 2 Graded Quiz #130分鐘
3
完成時間為 5 小時

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 then learn about the types of basic and composite charts. This will help you to determine which visualization is most effective to display data for a given data set and to identify best practices for designing data visualizations. In lesson 3, you will learn the common characteristics of a dashboard, the types of dashboards, and the list attributes of metrics usually included in dashboards. Finally, in lesson 4, you will learn the guidelines for designing dashboard and the common pitfalls of dashboard design. You will need to use MicroStrategy Desktop Visual Insight to design a dashboard for a Financial Services company in a peer-evaluated exercise.

...
6 個視頻 (總計 57 分鐘), 12 個閱讀材料, 2 個測驗
6 個視頻
Data Visualization Guidlines and Pitfalls Video Lecture6分鐘
Comprehensive Training Video for Showing Data Visualization Steps6分鐘
Performance Dashboards Video Lecture8分鐘
Dashboard Design Guidelines and Pitfalls Video Lecture9分鐘
Comprehensive Training Video for Creating Dashboard Using Advanced Visualization17分鐘
12 個閱讀材料
Powerpoint and Lecture Notes for Lesson 3.110分鐘
Additional Resources for Lesson 3.110分鐘
Training Video for Visual Insight in MicroStrategy Desktop10分鐘
Powerpoint and Lecture Notes for Lesson 3.210分鐘
Additional Resources for Lesson 3.210分鐘
Training Video for Exploring Data in MicroStrategy Desktop10分鐘
Powerpoint and Lecture Notes for Lesson 3.310分鐘
Additional Resources for Lesson 3.310分鐘
Training Videos for Creating Dashboard in MicroStrategy Desktop10分鐘
Powerpoint and Lecture Notes for Lesson 3.410分鐘
Additional Resources for Lesson 3.410分鐘
Training Video for Sharing a Dashboard in MicroStrategy Desktop10分鐘
1 個練習
Module 3 Practice Quiz10分鐘
4
完成時間為 5 小時

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 Performance Measurement System and how organizations need to define the key performance indicators (KPIs) for their performance management system. In lesson 3, you will learn the four balanced scorecards perspectives and the differences between dashboards and scorecards. You will also be able to compare and contrast the benefits of using balanced scorecard versus using Six Sigma in a performance measurement system. Finally, in lesson 4, you will learn the role of visual and business analytics (BA) in BI and how various forms of BA are supported in practice. At the end of the module, you will apply these concepts to create a dashboard, blend it with external datasets, and explore various visualization capabilities to find insights faster in a peer-evaluated exercise.

...
5 個視頻 (總計 48 分鐘), 11 個閱讀材料, 2 個測驗
5 個視頻
Performance Measurement System Video Lecture6分鐘
Balanced Scorecards Versus Six Sigma Video Lecture10分鐘
Training Video for MicroStrategy Desktop Business Performance Analysis12分鐘
Business Analytics Video Lecture9分鐘
11 個閱讀材料
Powerpoint and Lecture Notes for Lesson 4.110分鐘
Additional Resources for Lesson 4.110分鐘
Training Videos for Enriching and Modeling Data with MicroStrategy10分鐘
Powerpoint and Lecture Notes for Lesson 4.210分鐘
Additional Resources for Lesson 4.210分鐘
Training Videos for Connecting to MDX and Excel Files and Creating a Mashups in MicroStrategy Desktop10分鐘
Powerpoint and Lecture Notes for Lesson 4.310分鐘
Additional Resources for Lesson 4.310分鐘
Powerpoint and Lecture Notes for Lesson 4.410分鐘
Additional Resources for Lesson 4.410分鐘
Training Video for Connecting to Social Media Sources in MicroStrategy Desktop10分鐘
1 個練習
Module 4 Practice Quiz10分鐘
4.4
77 個審閱Chevron Right

25%

完成這些課程後已開始新的職業生涯

18%

通過此課程獲得實實在在的工作福利

11%

加薪或升職

來自商业智能的概念、工具与应用的熱門評論

創建者 NAMar 25th 2016

The Course is well laid out with plenty of assignments that allow you master the BI by using Microstrategy. Thanks to professor Karimi, it was by far the best BI course that I have ever taken.

創建者 GLJul 22nd 2017

Very good course , with very explanatory and additional material. Deep diving with exercises and especially the last assignment where total understanding was required in order to fulfil it.

講師

Avatar

Jahangir Karimi

Professor
Information Systems University of Colorado Denver

關於 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....
面向商业智能的数据仓库

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