课程信息
4.6
338 个评分
85 个审阅
专项课程

第 1 门课程(共 5 门),位于

100% online

100% online

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为17 小时

建议:4 hours/week...
可选语言

英语(English)

字幕:英语(English), 韩语...

您将获得的技能

Data ModelData QualityData AnalysisSQL
专项课程

第 1 门课程(共 5 门),位于

100% online

100% online

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为17 小时

建议:4 hours/week...
可选语言

英语(English)

字幕:英语(English), 韩语...

教学大纲 - 您将从这门课程中学到什么

1
完成时间(小时)
完成时间为 2 小时

Data and Analysis in the Real World

Welcome to week 1! In this module we’ll learn how to think about analytical problems and examine the process by which data enables analysis & decision making. We’ll introduce a framework called the Information-Action Value chain which describes the path from events in the world to business action, and we’ll look at some of the source systems that are used to capture data. At the end of this course you will be able to: Explain the information lifecycle from events in the real world to business actions, and how to think about analytical problems in that context , Recognize the types of events and characteristics that are often used in business analytics, and explain how the data is captured by source systems and stored using both traditional and emergent technologies, Gain a high-level familiarity with relational databases and learn how to use a simple but powerful language called SQL to extract analytical data sets of interest, Appreciate the spectrum of roles involved in the data lifecycle, and gain exposure to the various ways that organizations structure analytical functions, Summarize some of the key ideas around data quality, data governance, and data privacy...
Reading
9 个视频(共 58 分钟), 3 个阅读材料, 1 个测验
Video9 个视频
Introduction to the Specialization1分钟
0. Introduction to Data & Analysis in Real World1分钟
1. Thinking about Analytical Problems6分钟
2. Conceptual Business Models6分钟
3. The information-Action Value Chain (Part 1)9分钟
4. The information-Action Value Chain (Part 2)11分钟
5. Real World Events and Characteristics8分钟
6. Data Capture by Source Systems10分钟
Reading3 个阅读材料
Week 1 Lecture Slides10分钟
Week 1 Quiz Answer Key10分钟
You can now start part 1 of the final assignment!1分钟
Quiz1 个练习
Week 1 Quiz24分钟
2
完成时间(小时)
完成时间为 2 小时

Analytical Tools

In this module we’ll learn about the technologies that enable analytical work. We’ll examine data storage and databases, including the relational database. We’ll talk about Big Data and Cloud technologies and ideas like federation, virtualization, and in-memory computing. We’ll also walk through a landscape of some of the more common tool classes and learn how these tools support common analytical tasks. ...
Reading
7 个视频(共 72 分钟), 3 个阅读材料, 1 个测验
Video7 个视频
1. Data Storage and Databases12分钟
2. Big Data & the Cloud14分钟
3. Virtualization, Federation, and In-Memory Computing8分钟
4. The Relational Database14分钟
5. Data Tools Landscape11分钟
6. The Tools of the Data Analyst9分钟
Reading3 个阅读材料
Week 2 Lecture Slides10分钟
Week 2 Quiz Answer Key10分钟
You can now start part 2 of the final assignment!10分钟
Quiz1 个练习
Week 2 Quiz34分钟
3
完成时间(小时)
完成时间为 2 小时

Data Extraction Using SQL

In this module we’ll learn how to extract data from a relational database using Structured Query Language, or SQL. We’ll cover all the basic SQL commands and learn how to combine and stack data from different tables. We’ll also learn how to expand the power of our queries using operators and handle additional complexity using subqueries....
Reading
7 个视频(共 56 分钟), 3 个阅读材料, 1 个测验
Video7 个视频
1. Introduction to SQL9分钟
2. Aggregating and Sorting Data in SQL11分钟
3. Extracting Data from Multiple Tables10分钟
4. Stacking Data with UNION Command5分钟
5. Extending SQL Queries Using Operators10分钟
6. Using SQL Subqueries6分钟
Reading3 个阅读材料
Week 3 Lecture Slides10分钟
Week 3 SQL Assignment Answer Key10分钟
You can now start part 3 of the final assignment!10分钟
Quiz1 个练习
SQL Coding Assignment20分钟
4
完成时间(小时)
完成时间为 5 小时

Real World Analytical Organizations

In this module we focus on the people and organizations that work with data and actually execute analytics. We’ll discuss who does what and see how organizational structures can influence efficiency and effectiveness. We’ll also look at the supporting rules & processes that help an analytical organization run smoothly, like Data Governance, Data Privacy, and Data Quality....
Reading
6 个视频(共 63 分钟), 2 个阅读材料, 2 个测验
Video6 个视频
1. Analytical Organizations – Roles11分钟
2. Analytical Organizations – Structures11分钟
3. Data Governance8分钟
4. Data Privacy17分钟
5. Data Quality11分钟
Reading2 个阅读材料
Week 4 Lecture Slides10分钟
Week 4 Quiz Answer Key10分钟
Quiz1 个练习
Week 4 Quiz34分钟
4.6
职业方向

67%

完成这些课程后已开始新的职业生涯
工作福利

83%

通过此课程获得实实在在的工作福利

热门审阅

创建者 KTNov 20th 2017

Great course to start your career in Business Analytics. Rich content and well organised. Thoroughly enjoyed doing this course. Highly recommended this course for Analytics enthusiasts.

创建者 HASep 12th 2017

I love this course. the lecture teach me to have a framework of thinking to become an analyst. Although some course need more references from internet, overall the course is great

讲师

Avatar

David Torgerson

Instructor

关于 University of Colorado Boulder

CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies....

关于 Advanced Business Analytics 专项课程

The Advanced Business Analytics Specialization brings together academic professionals and experienced practitioners to share real world data analytics skills you can use to grow your business, increase profits, and create maximum value for your shareholders. Learners gain practical skills in extracting and manipulating data using SQL code, executing statistical methods for descriptive, predictive, and prescriptive analysis, and effectively interpreting and presenting analytic results. The problems faced by decision makers in today’s competitive business environment are complex. Achieve a clear competitive advantage by using data to explain the performance of a business, evaluate different courses of action, and employ a structured approach to business problem-solving. Check out a one-minute video about this specialization to learn more!...
Advanced Business Analytics

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