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Managing Data Analysis

Johns Hopkins University via Coursera

Overview

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

Taught by

Jeff Leek, Brian Caffo and Roger Peng

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Reviews

2.4 rating, based on 8 reviews

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  • Gregory J Hamel ( Life Is Study) completed this course and found the course difficulty to be easy.

    Managing Data Analysis is the third course in “Executive Data Science” specialization offered by John Hopkins University on Coursera. The one-week course discusses the process of data analysis at a high level from formulating questions to exploratory...
  • I find this course a nice overview of not only data management for data science purposes, but for research in general.
  • Colin Khein completed this course.

  • Shaun Moate completed this course.

  • Janet Wesner completed this course.

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    Alex Ivanov

    Alex Ivanov completed this course.

  • Pawel Krzysztofik completed this course.

  • Benson Mawa is taking this course right now.

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