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Kursteilnehmer-Bewertung und -Feedback für Mastering Data Analysis in Excel von Duke University

4.2
Sterne
3,518 Bewertungen
828 Bewertungen

Über den Kurs

Important: The focus of this course is on math - specifically, data-analysis concepts and methods - not on Excel for its own sake. We use Excel to do our calculations, and all math formulas are given as Excel Spreadsheets, but we do not attempt to cover Excel Macros, Visual Basic, Pivot Tables, or other intermediate-to-advanced Excel functionality. This course will prepare you to design and implement realistic predictive models based on data. In the Final Project (module 6) you will assume the role of a business data analyst for a bank, and develop two different predictive models to determine which applicants for credit cards should be accepted and which rejected. Your first model will focus on minimizing default risk, and your second on maximizing bank profits. The two models should demonstrate to you in a practical, hands-on way the idea that your choice of business metric drives your choice of an optimal model. The second big idea this course seeks to demonstrate is that your data-analysis results cannot and should not aim to eliminate all uncertainty. Your role as a data-analyst is to reduce uncertainty for decision-makers by a financially valuable increment, while quantifying how much uncertainty remains. You will learn to calculate and apply to real-world examples the most important uncertainty measures used in business, including classification error rates, entropy of information, and confidence intervals for linear regression. All the data you need is provided within the course, all assignments are designed to be done in MS Excel, and you will learn enough Excel to complete all assignments. The course will give you enough practice with Excel to become fluent in its most commonly used business functions, and you’ll be ready to learn any other Excel functionality you might need in the future (module 1). The course does not cover Visual Basic or Pivot Tables and you will not need them to complete the assignments. All advanced concepts are demonstrated in individual Excel spreadsheet templates that you can use to answer relevant questions. You will emerge with substantial vocabulary and practical knowledge of how to apply business data analysis methods based on binary classification (module 2), information theory and entropy measures (module 3), and linear regression (module 4 and 5), all using no software tools more complex than Excel....

Top-Bewertungen

JE

Oct 31, 2015

The course deserves a 5-star rating because: (1) content is relevant, (2) the professor is concise and possesses great teaching skills, and (3) the learning modules are applicable to daily problems.

PW

Oct 14, 2020

The course was excellent. A little difficult and overwhelming at times but as long as you stayed the course the professors gave you every opportunity to succeed. Thank you for your time professor.

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326 - 350 von 809 Bewertungen für Mastering Data Analysis in Excel

von Paul O

May 17, 2016

Detailed videos

von Tianju C

Nov 12, 2015

Perfect course!

von Bhaskar S

May 05, 2020

A great course

von Squirrel M

Sep 19, 2017

Tough but good

von Abdullah M

Mar 24, 2016

Really helpful

von 何欣

Jan 15, 2016

Very useful!!!

von Liga K

Dec 15, 2015

really helpful

von Manojkumar P H

Jan 04, 2018

super courses

von Ricardo B

Oct 24, 2017

Great course.

von Shuo T

Jun 27, 2017

Great course!

von Lingwei H

May 31, 2017

great course

von Aditya M P

Sep 29, 2020

Good course

von Inderpreet S S

Aug 12, 2020

Full Power!

von Prarit J

Jun 17, 2020

Good Course

von Shubham G

Nov 06, 2018

nice course

von ZHUXINGWEN

Nov 02, 2018

very useful

von Christian M

Oct 31, 2017

Excelent!!!

von Bruno H N

Apr 21, 2016

Fantastic!!

von Ibrahima D D

Jan 18, 2016

Great class

von Srinivas B

Oct 26, 2016

Excellent!

von Alexandros I

Apr 21, 2016

Excellent!

von Pedro h d V A

Jan 04, 2016

So useful!

von KANAGARAJ G

Sep 02, 2020

excellent

von Abhinandan S

May 16, 2020

Excellent

von Saman S

Nov 10, 2019

wonderful