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Executive Data Science
Executive Data Science
A Guide to Training and Managing the Best Data Scientists
Brian Caffo, Roger D. Peng and Jeffrey Leek

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About the Book

In this concise book you will learn what you need to know to begin assembling and leading a data science enterprise, even if you have never worked in data science before. You’ll get a crash course in data science so that you’ll be conversant in the field and understand your role as a leader. You’ll also learn how to recruit, assemble, evaluate, and develop a team with complementary skill sets and roles. You’ll learn the structure of the data science pipeline, the goals of each stage, and how to keep your team on target throughout. Finally, you’ll learn some down-to-earth practical skills that will help you overcome the common challenges that frequently derail data science projects.

If you are interested in a printed copy of this book, you can purchase one at Lulu.

About the Authors

Brian Caffo’s avatar Brian Caffo

@bcaffo

Brian Caffo, PhD is a professor in the Department of Biostatistics at the Johns Hopkins Bloomberg School of Public Health. Along with Roger Peng and Jeff Leek, Dr. Caffo created the Data Science Specialization on Coursera. Dr. Caffo is leading  expert in statistics and biostatistics and is the recipient of the PECASE award, the highest honor given by the US Government for early career scientists and engineers.

Roger D. Peng’s avatar Roger D. Peng

@rdpeng

Google

Roger D. Peng is a Professor of Biostatistics at the Johns Hopkins Bloomberg School of Public Health where his research focuses on the development of statistical methods for addressing environmental health problems. He is also a co-founder of the Johns Hopkins Data Science Specialization, the Simply Statistics blog where he writes about statistics for the general public, the Not So Standard Deviations podcast with Hilary Parker, and The Effort Report podcast with Elizabeth Matsui. He is a Fellow of the American Statistical Association and is the recipient of the 2016 Mortimer Spiegelman Award from the American Public Health Association, which honors a statistician who has made outstanding contributions to public health. Roger can be found on Twitter and GitHub at @rdpeng.

Jeffrey Leek’s avatar Jeffrey Leek

@@jtleek

Jeff Leek is a Professor of Biostatistics and Oncology at Johns Hopkins Bloomberg School of Public Health and co-director of the Johns Hopkins Data Science Lab. He writes for the blog Simply Statistics and can be found on Twitter @jtleek, @simplystats.

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