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学生对 Johns Hopkins University 提供的 Managing Data Analysis 的评价和反馈

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3,379 个评分

课程概述

This one-week course describes the process of analyzing data and how to manage that process. We describe the iterative nature of data analysis and the role of stating a sharp question, exploratory data analysis, inference, formal statistical modeling, interpretation, and communication. In addition, we will describe how to direct analytic activities within a team and to drive the data analysis process towards coherent and useful results. This is a focused course designed to rapidly get you up to speed on the process of data analysis and how it can be managed. Our goal was to make this as convenient as possible for you without sacrificing any essential content. We've left the technical information aside so that you can focus on managing your team and moving it forward. After completing this course you will know how to…. 1. Describe the basic data analysis iteration 2. Identify different types of questions and translate them to specific datasets 3. Describe different types of data pulls 4. Explore datasets to determine if data are appropriate for a given question 5. Direct model building efforts in common data analyses 6. Interpret the results from common data analyses 7. Integrate statistical findings to form coherent data analysis presentations Commitment: 1 week of study, 4-6 hours Course cover image by fdecomite. Creative Commons BY https://flic.kr/p/4HjmvD...
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（3 条评论）

Well-organized content

（24 条评论）

热门审阅

SK

Oct 10, 2015

Good course for the fundamentals of making sure data analysis is done correctly. These are good things to keep in mind when you are managing a data science team.

MA

Jul 20, 2017

Excellent course! Highly recommend it.Dr. Peng covers the essentials of Managing Data Analysis in a balanced way, and empowers the data science manager/executive to be able to apply these right away.

筛选依据：

401 - Managing Data Analysis 的 425 个评论（共 476 个）

创建者 Brian N

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Apr 10, 2018

Good for introduction in Data Science Process

创建者 Muhd A

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Oct 28, 2018

Thnak you very much for such a good content.

创建者 Frederic B

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Aug 29, 2017

Very good as going deeper into the details.

创建者 SANTOSH K R

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Jan 7, 2017

Need more examples and real world scenarios

创建者 bruce b

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Dec 29, 2016

good insights and foundation for a manager

创建者 Marek N

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Sep 7, 2016

Good learning of data analysis principles.

创建者 Abdullah G A

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Jul 12, 2020

very long course need to revisit timeline

创建者 Pascal U E

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Nov 4, 2018

Very informative, but not easy to follow.

创建者 Terry L

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Oct 24, 2016

Good overview of the steps and processes

创建者 Niels v G

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Feb 8, 2016

Nice course on what the most important

创建者 Andrea B

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Oct 4, 2023

Nice Exploration of Relevant Topics!

创建者 Ye M Z

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Oct 24, 2019

This course is interesting and good.

创建者 Clara A R

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Dec 26, 2018

I really liked the course structure

创建者 Md. R K

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Dec 21, 2018

A bit clumsy at inference chapter.

创建者 Jocelyn D

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Sep 8, 2018

Interesting and very informative!

创建者 Justice K M E

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Aug 8, 2020

Very insightful presentations

创建者 Baris T

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Oct 21, 2016

well-defined process overview

创建者 Simran

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Apr 28, 2020

so far informational subject

创建者 Leonard M

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May 18, 2021

Quite engaging and helpful

创建者 Marcelo B

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Mar 5, 2017

Great course, thanks Roger

创建者 Alok B

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Aug 5, 2018

Need some project work

创建者 Amit J

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May 14, 2019

Good communication

创建者 Angel S

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Jan 13, 2016

Interesting course

创建者 Shriniwas S U

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May 19, 2020

Basic course.Good

创建者 Acini G

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Nov 15, 2015

wonderful course