課程信息
4.6
341 個評分
87 個審閱
專項課程

第 1 門課程(共 5 門),位於

100% 在線

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

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(小時)

完成時間大約為17 小時

建議:4 hours/week...
可選語言

英語(English)

字幕:英語(English), 韓語...

您將獲得的技能

Data ModelData QualityData AnalysisSQL
專項課程

第 1 門課程(共 5 門),位於

100% 在線

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

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(小時)

完成時間大約為17 小時

建議:4 hours/week...
可選語言

英語(English)

字幕:英語(English), 韓語...

教學大綱 - 您將從這門課程中學到什麼

1
完成時間(小時)
完成時間為 2 小時

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 個視頻(共 58 分鐘), 3 個閱讀材料, 1 個測驗
Video9 個視頻
Introduction to the Specialization1分鐘
0. Introduction to Data & Analysis in Real World1分鐘
1. Thinking about Analytical Problems6分鐘
2. Conceptual Business Models6分鐘
3. The information-Action Value Chain (Part 1)9分鐘
4. The information-Action Value Chain (Part 2)11分鐘
5. Real World Events and Characteristics8分鐘
6. Data Capture by Source Systems10分鐘
Reading3 個閱讀材料
Week 1 Lecture Slides10分鐘
Week 1 Quiz Answer Key10分鐘
You can now start part 1 of the final assignment!1分鐘
Quiz1 個練習
Week 1 Quiz24分鐘
2
完成時間(小時)
完成時間為 2 小時

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 個視頻(共 72 分鐘), 3 個閱讀材料, 1 個測驗
Video7 個視頻
1. Data Storage and Databases12分鐘
2. Big Data & the Cloud14分鐘
3. Virtualization, Federation, and In-Memory Computing8分鐘
4. The Relational Database14分鐘
5. Data Tools Landscape11分鐘
6. The Tools of the Data Analyst9分鐘
Reading3 個閱讀材料
Week 2 Lecture Slides10分鐘
Week 2 Quiz Answer Key10分鐘
You can now start part 2 of the final assignment!10分鐘
Quiz1 個練習
Week 2 Quiz34分鐘
3
完成時間(小時)
完成時間為 2 小時

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 個視頻(共 56 分鐘), 3 個閱讀材料, 1 個測驗
Video7 個視頻
1. Introduction to SQL9分鐘
2. Aggregating and Sorting Data in SQL11分鐘
3. Extracting Data from Multiple Tables10分鐘
4. Stacking Data with UNION Command5分鐘
5. Extending SQL Queries Using Operators10分鐘
6. Using SQL Subqueries6分鐘
Reading3 個閱讀材料
Week 3 Lecture Slides10分鐘
Week 3 SQL Assignment Answer Key10分鐘
You can now start part 3 of the final assignment!10分鐘
Quiz1 個練習
SQL Coding Assignment20分鐘
4
完成時間(小時)
完成時間為 5 小時

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 個視頻(共 63 分鐘), 2 個閱讀材料, 2 個測驗
Video6 個視頻
1. Analytical Organizations – Roles11分鐘
2. Analytical Organizations – Structures11分鐘
3. Data Governance8分鐘
4. Data Privacy17分鐘
5. Data Quality11分鐘
Reading2 個閱讀材料
Week 4 Lecture Slides10分鐘
Week 4 Quiz Answer Key10分鐘
Quiz1 個練習
Week 4 Quiz34分鐘
4.6
87 個審閱Chevron Right
職業方向

67%

完成這些課程後已開始新的職業生涯
工作福利

83%

通過此課程獲得實實在在的工作福利

熱門審閱

創建者 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.

創建者 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

講師

Avatar

David Torgerson

Instructor

關於 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....

關於 Advanced Business Analytics 專項課程

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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