Principles of Big Data: Preparing, Sharing, and Analyzing Complex Information

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9780124045767: Principles of Big Data: Preparing, Sharing, and Analyzing Complex Information

Principles of Big Data Helps readers avoid the common mistakes that endanger all Big Data projects. By stressing simple, fundamental concepts, this book teaches readers how to organize large volumes of complex data, and how to achieve data permanence when the content of the data is constantly changing. Full description

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Biographie de l'auteur :

Jules Berman holds two bachelor of science degrees from MIT (Mathematics, and Earth and Planetary Sciences), a PhD from Temple University, and an MD, from the University of Miami. His post-doctoral studies were completed at the U.S. National Institutes of Health, and his medical residency was completed at the George Washington University Medical Center in Washington, D.C. Dr. Berman served as Chief of Anatomic Pathology, Surgical Pathology and Cytopathology at the Veterans Administration Medical Center in Baltimore, Maryland, where he held joint appointments at the University of Maryland Medical Center and at the Johns Hopkins Medical Institutions. In 1998, he became the Program Director for Pathology Informatics in the Cancer Diagnosis Program at the U.S. National Cancer Institute. In 2006, Dr. Berman was President of the Association for Pathology Informatics. In 2011 he received the Lifetime Achievement Award from the Association for Pathology Informatics. Dr. Berman has made many contributions to the field of data science, particularly in the areas of identification, deidentification, data exchange protocols, standards development, regulatory/legal issues, and metadata annotation. He is first author on over one hundred journal articles and a co-author on over two hundred scientific publications. Today Dr. Berman is a free-lance author, writing extensively in his three areas of expertise: informatics, computer programming, and medicine. A complete list of his publications is available at http://www.julesberman.info/pubs.htm

Présentation de l'éditeur :

Principles of Big Data helps readers avoid the common mistakes that endanger all Big Data projects. By stressing simple, fundamental concepts, this book teaches readers how to organize large volumes of complex data, and how to achieve data permanence when the content of the data is constantly changing. General methods for data verification and validation, as specifically applied to Big Data resources, are stressed throughout the book. The book demonstrates how adept analysts can find relationships among data objects held in disparate Big Data resources, when the data objects are endowed with semantic support (i.e., organized in classes of uniquely identified data objects). Readers will learn how their data can be integrated with data from other resources, and how the data extracted from Big Data resources can be used for purposes beyond those imagined by the data creators.



• Learn general methods for specifying Big Data in a way that is understandable to humans and to computers.

• Avoid the pitfalls in Big Data design and analysis.

• Understand how to create and use Big Data safely and responsibly with a set of laws, regulations and ethical standards that apply to the acquisition, distribution and integration of Big Data resources.

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