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Mastering Data Analysis in Excel に戻る

デューク大学(Duke University) による Mastering Data Analysis in Excel の受講者のレビューおよびフィードバック



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....



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.


Dec 20, 2016

Overall, the course material is good with many example. Need a general knowledge with mathematical and statistical from the beginning to pass the exam, because course slide is a little bit fast.


Mastering Data Analysis in Excel: 501 - 525 / 790 レビュー

by Dayoung K

Nov 25, 2017

It's a productive course but there are quite tough projects.

by Andreas H

Aug 28, 2017

The instructions for some of the exercises could be clearer

by Derek

Mar 29, 2016

Good course. Wish it was more hands on working with excel.

by Irene A

Jan 16, 2016

Clear and useful. But you need a text book to this course.

by Ioannis B

Sep 06, 2017

Good course, I would expect more in terms of modelling

by Colin R

Apr 02, 2018

Really enjoyed this course - thank you Mr Egger !!

by Oleg L

May 28, 2017

Interesting introduction to classification. Thanks!

by Eugenio A R G

May 31, 2016

It's just not only mostly data analysis.

by Yuduan L

Nov 05, 2015

A bit very difficult course...full of formula

by Aadithya V

Aug 31, 2016

A great course to learn excel for analytics.

by Kafu A

Mar 03, 2016

Great course, just a little too technical

by Tonio D L V

Dec 21, 2016

very very interesting and well explained

by ابو ا م س ا

Oct 30, 2019

كورس جيد جدا واستفدت منه شكرا كورسيرا

by Himanshu B

Oct 17, 2015

Exceptionally good.great experience.

by Subhabrata G

May 02, 2016

very good - step by step and clear.

by ZoeyHexu

Jun 25, 2016

not easy but rather clear speech


Jan 21, 2018

purely fundamental mathematics

by Shubham

Sep 11, 2018

Wonderful learning experience

by Harold

Sep 29, 2016

Too difficult for a beginner

by Julien H J

Feb 24, 2016

Not exactly for business use

by Ravi D

Jan 30, 2016

Learning some great things!

by Jude O

Sep 25, 2018

Very challenging to grasp

by Eve D

May 20, 2020

Very interesting course

by raghav

Dec 30, 2015

its very helpful course

by Phan N H

Apr 19, 2020

few clear explanations