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듀크대학교의 Mastering Data Analysis in Excel 학습자 리뷰 및 피드백

4.2
3,102개의 평가
704개의 리뷰

강좌 소개

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....

최상위 리뷰

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.

NC

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.

필터링 기준:

Mastering Data Analysis in Excel의 686개 리뷰 중 651~675

교육 기관: sagar c

Mar 24, 2016

The course structure is not thoughtfully prepared. There is a lot of confusion around what the instructor wants to say. The practice quizzes and course content have no match whatsoever

교육 기관: YONG-YU W

Nov 15, 2015

Don't know how to apply the statistics and excel formula in real world situation. Besides, it becomes focus on approving statistics equation than teaching data analysis in excel

교육 기관: Iselie I

Aug 10, 2016

En mi opinion es un tema muy interesante sin embargo cuesta entender lo que el profesor está diciendo por lo que es muy dificil llevar el ritmo del material...

교육 기관: Esuene S

Apr 24, 2016

Poorly coordinated lectures. References to resources that are not provided. No response (at least, for days on end) when questions are posted on the forums

교육 기관: Roberto K

Apr 13, 2016

Interesting statistical concepts, and great theory. However, the lectures and the quizzes do not prepare the student well for the final project.

교육 기관: Josh H

Dec 16, 2017

Terrible course, almost no focus on Excel and the lectures were incomprehensible. Please redo this class with Dr. Borg teaching it.

교육 기관: Kaiquan M

Jun 06, 2016

Misleading course name/title. Was expecting a course on using Excel. Forums were cluttered and not monitored often.

교육 기관: KOO

Jun 26, 2016

Very poor lecture, I barely learn anything about excel from this course. The course title is quite mis-leading

교육 기관: Richard C

Nov 11, 2015

Where is the course study material and are you providing a book on this subject and Excel? You have me lost.

교육 기관: Aizaz S

Dec 06, 2015

absolutely one of the worst courses... I am deleting it from my list.

no slides make it harder to follow.

교육 기관: Alexey E

Dec 27, 2015

the course neither explains statistics properly, nor teaches how to use excel effectively, disappointed

교육 기관: Elias R F

Sep 15, 2016

This is more of an introduction to statistics lesson than one in excel... not what I had signed up for

교육 기관: Alex B

Feb 06, 2017

Not enough detail and information provided in the lectures to undertake the final assessment.

교육 기관: He Y

Apr 10, 2016

Really confusing and struggled a lot. The course doesn't prepare you for the final project.

교육 기관: Rochelle R

Jan 06, 2016

I would not recommend this course. It was very poorly planned and seemed thrown together.

교육 기관: Lalitha P

Aug 05, 2017

completely not relevant to my educational background. Highly very tough to understand.

교육 기관: Ryzhov V

Feb 05, 2016

Not for beginners as promised. You need strong statistical skills to understand it.

교육 기관: Michael K

Dec 03, 2016

if you do not have a background in statistics do not expect to pass this course

교육 기관: Nyrola E

Nov 18, 2019

The second part of week 4 is really confusing . Poor design of the contents.

교육 기관: Nitin P

Dec 12, 2015

Very poor material and instruction videos, with no logical flow or process.

교육 기관: Vipul B

Jan 27, 2016

The course requires good knowledge of statistics as a pre-requisite.

교육 기관: Thomas K

Apr 02, 2016

The course doesn't prepare you for the final project.

교육 기관: Al M M M H

Dec 19, 2015

im in week 4 , cant master data analysis in Excel

교육 기관: Yuriy G

Jul 13, 2016

Title misleading. Never ever a beginners course.

교육 기관: Ivan F F R

Nov 27, 2015

Seria genial si tuviera traducciones al español