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Learner Reviews & Feedback for Mastering Data Analysis in Excel by Duke University

4.2
stars
3,930 ratings

About the Course

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鈥檒l 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 reviews

TB

Nov 17, 2021

I like and appreciate courses provided through 糖心vlog官网观看.This course is very interesting and valuable for those whose jobs do have relevance with data management .God bless 糖心vlog官网观看 and Duke University

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.

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251 - 275 of 940 Reviews for Mastering Data Analysis in Excel

By Partha G

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Dec 4, 2015

Great knowledge to build your own equity in decision making.

By Adrian H

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Feb 3, 2022

Very in depth knowledge and application of excel techniques

By Ming J

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Nov 10, 2016

Really great! Things taught in this course are useful.

By Shuang G

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Dec 23, 2015

Very good! Useful for both new learners and expertise.

By Sebasti谩n O

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Dec 17, 2016

Muy buen curso para iniciarse en modelado estad铆stico

By Ian J

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Feb 3, 2016

Excellent instruction/instructor and great templates.

By TrinaA

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Apr 17, 2020

Very challenging class - I learned a lot! Thank you!

By Kubra K S

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Sep 21, 2016

Egger is very well instructor. The course is useful.

By Aysharjo H

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Mar 29, 2019

really helped me understand the material for my job

By Rezaan H

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Sep 29, 2018

Good content, broad and well tested but definitely

By Mar铆a I B

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Dec 5, 2016

Excelentes tutoriales y muy interesante el temario

By matthewcs

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Jun 18, 2016

Great - the maths section was actually educational

By Alfred H

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Feb 12, 2016

Clear, concise and clean communication! Thank you!

By Hang S

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Feb 7, 2016

Awesome锛丠owever, you need knowledge of statistics.

By Luciano d A P

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Nov 15, 2015

Great course! Excellent videos and good exercises.

By SHUBHAM D

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Aug 21, 2020

Quizzes are the best part of this course to learn

By Yiran W

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Mar 5, 2017

great course if you want to go deeper in business

By EMD

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Oct 22, 2015

Excellent training in helping me to master excel.

By Jatinder K R

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Jul 6, 2021

excellent data analysis videos and assignments.

By chehaoming

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Mar 20, 2019

please provide chinese for us Thx you very much

By Zacchaeus A

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Nov 17, 2016

pragmatic enough and a lot of stat to be learned

By Frank-Nelson M

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Apr 8, 2020

Valuable insights on data analysis using Excel!

By Sreedharrao R

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Jan 8, 2018

Good starting point exercises are challenging .

By Juan A C J

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Feb 7, 2016

very good is increible this course for practice

By Shubhangi

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Aug 16, 2020

Great course and definitely a recommended one.