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Managing Data Analysis, Johns Hopkins University

4.5
1,883 个评分
254 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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(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

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250 个审阅

创建者 Elton Koh

Dec 14, 2018

Interesting for a Non-Data Science Executive despite some minor spelling errors in video transcripts.

创建者 Kim Kirkpatrick Rigg

Dec 07, 2018

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创建者 Kalvin Leung

Dec 06, 2018

Very good online learning course regarding Data Analysis

创建者 Jason Campbell

Nov 06, 2018

I've taken the first three courses at this point and this has easily been my favourite. I particularly enjoy the focus on practical examples. Breaking down the analysis conceptually first then highlighting how this can be applied with a more complex and practical context.

创建者 ELINGUI Pascal Uriel

Nov 04, 2018

Very informative, but not easy to follow.

创建者 Jordan Lee

Nov 01, 2018

too lengthy, technical and dry

创建者 mansi gupta

Oct 30, 2018

superb

创建者 Emilio Goncalves

Oct 29, 2018

Great content and videos, definitely worth the time and improved my knowledge in data science.

创建者 Muhd Ahmed

Oct 28, 2018

Thnak you very much for such a good content.

创建者 Rudy du Plooy

Oct 14, 2018

very insightful