Master of Applied Data Science (MADS)
Suggested library resources for students in the U-M School of Information's online Master of Applied Data Science program.
Data Science Reference Sources
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O'Reilly Safari Learning Platform: Academic EditionBrowse through hundreds of technology and business books, including data science. Choose Topics in the left side navigation, then Data (under Jump to a Topic), then Data Science.
Select books on data science
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Data Science by Lillian Pierson; Jake Porway (Foreword by)
ISBN: 9781119327639Publication Date: 2017-03-06Discover how data science can help you gain in-depth insight into your business - the easy way! Jobs in data science abound, but few people have the data science skills needed to fill these increasingly important roles. Data Science For Dummies is the perfect starting point for IT professionals and students who want a quick primer on all areas of the expansive data science space. -
Data Science by John D. Kelleher; Brendan Tierney
ISBN: 9780262347020Publication Date: 2018-04-06A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges. -
Data Science for Business by Foster Provost; Tom Fawcett
ISBN: 9781449361327Publication Date: 2013-08-19Introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. -
Data Science by Vijay Kotu; Bala Deshpande
ISBN: 9780128147627Publication Date: 2018-11-27Learn the basics of Data Science through an easy to understand conceptual framework and immediately practice using RapidMiner platform. -
Ethics and Data Science by Mike Loukides
ISBN: 1492043885Publication Date: 2018"As the impact of data science continues to grow on society there is an increased need to discuss how data is appropriately used and how to address misuse. Yet, ethical principles for working with data have been available for decades. The real issue today is how to put those principles into action. "
Last Updated: Apr 28, 2025 1:56 PM
Subjects: Course Help