Über diesen Kurs
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Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.

Flexible Fristen

Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.

Ca. 26 Stunden zum Abschließen

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

Englisch

Untertitel: Englisch

Kompetenzen, die Sie erwerben

Data AnalysisTableau SoftwareMySQLSQL

100 % online

Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.

Flexible Fristen

Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.

Ca. 26 Stunden zum Abschließen

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

Englisch

Untertitel: Englisch

Lehrplan - Was Sie in diesem Kurs lernen werden

Woche
1
5 Stunden zum Abschließen

Introduction

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 (Gesamt 28 min), 12 Lektüren, 2 Quiz
5 Videos
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
12 Lektüren
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
1 praktische Übung
Elicitation20m
Woche
2
2 Stunden zum Abschließen

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 (Gesamt 2 min), 2 Lektüren, 3 Quiz
1 Video
2 Lektüren
How to Meet and Retrieve Your Data10m
Visualize Your Data to Make Sure You Know What They Are10m
2 praktische Übungen
Verify You Have Extracted the Correct Data10m
Make Sure You Understand What Your Data Mean10m
Woche
3
3 Stunden zum Abschließen

Modeling

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 (Gesamt 20 min), 15 Lektüren, 5 Quiz
5 Videos
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
15 Lektüren
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
5 praktische Übungen
First Best-Fit Line6m
Normalization6m
Applying Normalization to the Comparable Properties6m
Optimization Basics6m
Optimizing Watershed Rents12m
Woche
4
2 Stunden zum Abschließen

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 (Gesamt 12 min), 10 Lektüren, 4 Quiz
3 Videos
Distinguishing Cash Flow from Profits and Losses4m
Using the Annual Cash Flows and Profits Spreadsheet3m
10 Lektüren
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
4 praktische Übungen
Alternative to Solver12m
Profitability8m
Cash Flow Risk and Total Cash Required4m
Sensitivity Analysis: Measuring Cutoffs at 40% Transaction Fee2m
4.7
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Top reviews from Increasing Real Estate Management Profits: Harnessing Data Analytics

von 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

von 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.

Dozenten

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Daniel Egger

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

Assistant Research Professor
Social Science Research Institute

Über Duke University

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....

Über die Spezialisierung Excel to MySQL: Analytic Techniques for Business

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....
Excel to MySQL: Analytic Techniques for Business

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