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数据分析管理, 约翰霍普金斯大学

4.5
2,050 个评分
275 个审阅

课程信息

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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Well-organized content
(24 个审阅)
Helpful quizzes
(3 个审阅)

热门审阅

创建者 EL

Mar 01, 2017

A long course compared to others in the specialization, but a lot of great material. Very well presented, the instructors know how to present this material and make it easy to grasp and understand.

创建者 ST

Nov 23, 2016

The course is full of the cases and the real life examples coupled with the theory background. Its very simple to understand and the course will definitely be of an value for people looking for

筛选依据:

270 个审阅

创建者 Brenden Mokwena

Apr 21, 2019

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创建者 Elimane NDOYE

Apr 20, 2019

Great course!

创建者 Giorgia Dell'Orco

Apr 18, 2019

Great and clear explanations!

创建者 Priyanka Frances Pereira

Apr 14, 2019

Excellent technical information!

创建者 Omar Zaki

Apr 12, 2019

Intense but manageable exposure to the different types and methods of data analysis that one will encounter in any data science projects. Helps to identify areas of additional knowledge or required concepts from statistics that need to be revisited.

创建者 Catherine Popovici

Apr 11, 2019

Extremely interesting. Well taught.

创建者 Gustavo Villa

Apr 08, 2019

Very usefull course to have a high level view of a data analysis assignment or project

创建者 RANJITH DOSHI

Apr 07, 2019

This course is not for a person without any idea of Data analysis or Statistics. This course isn't for beginners. The content could have been presented even better with lucid examples.

创建者 Hector Raul Colonia Coral

Mar 16, 2019

thank you!

创建者 Alberto Molino Benito

Mar 14, 2019

Very valuable and interesting info.