About this Course

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

완료하는 데 약 26시간 필요

권장: 8 weeks of study, 8-10 hours/week...


자막: 영어

귀하가 습득할 기술

Data AnalysisTableau SoftwareMySQLSQL

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

완료하는 데 약 26시간 필요

권장: 8 weeks of study, 8-10 hours/week...


자막: 영어

강의 계획 - 이 강좌에서 배울 내용

완료하는 데 5시간 필요


The goal for this week is to learn about the Capstone Project you are tasked with, acquire background about the business problem, and begin to outline the steps of your analysis....
5 videos (Total 28 min), 12 readings, 2 quizzes
5개의 동영상
What Watershed Owners Care About6m
Elicitation Interview with Your Project Manager5m
Elicitation Interview with Watershed's Marketing Director4m
Elicitation Interview with Watershed's Financial Director4m
12개의 읽기 자료
Course Overview10m
Special Thanks!10m
About the Course Team10m
FAQ (Frequently Asked Questions)10m
Lesson Overview10m
Elicitation Refresher10m
Letter from Your Project Manager10m
What are Project Managers, Anyway?10m
Background about the Short-term Rental Industry10m
Lesson Overview10m
Outlining an SPAP10m
Requirements and Assumptions10m
1개 연습문제
완료하는 데 2시간 필요

Data Extraction and Visualization

The goal of this week is for you to extract the relevant data from the MySQL database you are given access to, and to look at it briefly in Tableau to get sense of what data you have. ...
1 video (Total 2 min), 2 readings, 3 quizzes
1개의 동영상
2개의 읽기 자료
How to Meet and Retrieve Your Data10m
Visualize Your Data to Make Sure You Know What They Are10m
2개 연습문제
Verify You Have Extracted the Correct Data10m
Make Sure You Understand What Your Data Mean10m
완료하는 데 3시간 필요


The goal of this week is for you to create a financial model using Excel to analyze the data you extracted from the database, and to start to predict short-term rents for some of Watershed's existing properties. ...
5 videos (Total 20 min), 15 readings, 5 quizzes
5개의 동영상
Normalizing Rents to Improve Occupancy Forecasting4m
Using the Dollars to Percentile Conversion Guide Spreadsheet2m
Optimizing Rents to Maximize Revenues5m
Using the Solver Revenue Maximization Guide Spreadsheet2m
15개의 읽기 자료
Week 3 Learning Goals10m
Single Workbook Containing Template Spreadsheets 1-310m
Single Workbook Containing Guide Spreadsheets10m
Best Practices for Setting up an Excel Spreadsheet10m
Using the First Best-Fit Line Template Spreadsheet10m
First Best Fit Line Template (Spreadsheet 1)10m
Using the Normalized Data and Model Template Spreadsheet10m
Normalized Data and Model Template (Spreadsheet 2)10m
Dollars to Percentile Conversion Guide Spreadsheet10m
Applying Normalization to the Comparable Properties10m
Lesson Overview10m
Solver Revenue Maximization Guide Spreadsheet10m
Optimizing Watershed Rents10m
Solver Rent Optimization Template (Spreadsheet 3)10m
Alternative to Solver Template (Spreadsheet 4)10m
5개 연습문제
First Best-Fit Line6m
Applying Normalization to the Comparable Properties6m
Optimization Basics6m
Optimizing Watershed Rents12m
완료하는 데 2시간 필요

Cash Flow and Profits

The goal for this week is for you to use your projections about the Watershed properties to estimate cash flows and profits Watershed would experience if it converted properties to short-term rentals. ...
3 videos (Total 12 min), 10 readings, 4 quizzes
3개의 동영상
Distinguishing Cash Flow from Profits and Losses4m
Using the Annual Cash Flows and Profits Spreadsheet3m
10개의 읽기 자료
Week 4 Learning Goals10m
Single Workbook Containing Template Spreadsheets 5-610m
Using the Alternative to Solver Template Spreadsheet10m
Using the Forecasting Cash Flow and Profits Template Spreadsheet10m
Forecasting Cash Flow and Profits Template (Spreadsheet 5)10m
Annual Cash Flows and Profits Guide Spreadsheet10m
Using the Sorting by Profitability Template Spreadsheet10m
Sorting by Profitability Template (Spreadsheet 6)10m
The Value of Considering Cash Flow Risk and Total Cash Required10m
The Value of Financial Sensitivity Analysis in General10m
4개 연습문제
Alternative to Solver12m
Cash Flow Risk and Total Cash Required4m
Sensitivity Analysis: Measuring Cutoffs at 40% Transaction Fee2m
완료하는 데 1시간 필요

Data Dashboard

The goal of this week and next week is to build an analytical dashboard in Tableau using the data models and assumptions you have discovered in prior weeks. ...
6 videos (Total 55 min), 2 readings
6개의 동영상
Dashboard for Analyst Use11m
Dashboard Modification for a Financial Audience8m
Bar in Bar Graphs in Tableau13m
Histograms in Tableau6m
Tables in Tableau9m
2개의 읽기 자료
How to Get Started Making Your Dashboard10m
Additional charts for your sensitivity analysis10m
완료하는 데 1시간 필요

Dashboard for Decision-makers

This week complete your dashboard and add design elements so the dashboard is ready for stakeholders (Watershed executives, for example) to use it to test your model's assumptions. ...
2 videos (Total 15 min), 5 readings, 1 quiz
2개의 동영상
Jittered Maps in Tableau10m
5개의 읽기 자료
Lesson Overview10m
How to Use Jittering to Depict Multiple Data Points in the Same Geographic Location10m
Turning Your Sensitivity Analysis into a Recommendation10m
Finalizing Your Dashboard10m
Tableau Tricks to Try on Your Own (Including R Integration!)10m
1개 연습문제
Sensitivity Analysis20m
완료하는 데 3시간 필요

Final Project

This week, design and give a presentation for Watershed executives with your business recommendations, and complete a white paper template. Evaluate 3 peer's dashboards, white papers and presentations. ...
2 videos (Total 10 min), 6 readings, 2 quizzes
2개의 동영상
Congratulations on Joining the Exciting Field of Data Analytics!3m
6개의 읽기 자료
New Information from Your Project Manager!10m
White Paper Background Information10m
About the Final Project10m
PART I: Tableau Dashboard Instructions10m
PART 2: White Paper Instructions10m
PART 3: Presentation Instructions10m
1개 연습문제
A Very Important Question!2m
33개의 리뷰Chevron Right


이 강좌를 수료한 후 새로운 경력 시작하기


이 강좌를 통해 확실한 경력상 이점 얻기


급여 인상 또는 승진하기

최상위 리뷰

대학: JAOct 19th 2016

Simply awesome, it did not only helped me to develop the required skills, but gave me the security to try greater. Astounding method, totally recommended specialization

대학: MCNov 1st 2018

A great way to put the learning into practice. Strongly encourage anyone who started this specialisation course to complete the Capstone project.



Daniel Egger

Executive in Residence and Director, Center for Quantitative Modeling
Pratt School of Engineering, Duke University

Jana Schaich Borg

Assistant Research Professor
Social Science Research Institute

듀크대학교 정보

Duke University has about 13,000 undergraduate and graduate students and a world-class faculty helping to expand the frontiers of knowledge. The university has a strong commitment to applying knowledge in service to society, both near its North Carolina campus and around the world....

MySQL 전문가 과정: 비즈니스를 위한 분석 테크닉 전문 분야 정보

Formulate data questions, explore and visualize large datasets, and inform strategic decisions. In this Specialization, you’ll learn to frame business challenges as data questions. You’ll use powerful tools and methods such as Excel, Tableau, and MySQL to analyze data, create forecasts and models, design visualizations, and communicate your insights. In the final Capstone Project, you’ll apply your skills to explore and justify improvements to a real-world business process. The Capstone Project focuses on optimizing revenues from residential property, and Airbnb, our Capstone’s official Sponsor, provided input on the project design. Airbnb is the world’s largest marketplace connecting property-owner hosts with travelers to facilitate short-term rental transactions. The top 10 Capstone completers each year will have the opportunity to present their work directly to senior data scientists at Airbnb live for feedback and discussion....
MySQL 전문가 과정: 비즈니스를 위한 분석 테크닉

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 강좌를 등록하면 전문 분야의 모든 강좌에 접근할 수 있고 강좌를 완료하면 수료증을 취득할 수 있습니다. 전자 수료증이 성취도 페이지에 추가되며 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 내용만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

  • No. Completion of a Coursera course does not earn you academic credit from Duke; therefore, Duke is not able to provide you with a university transcript. However, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

궁금한 점이 더 있으신가요? 학습자 도움말 센터를 방문해 보세요.