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Data science is "a concept to unify statistics, data analysis, informatics, and their related methods " to "understand and analyze actual phenomena " with data. [5] It uses techniques and theories drawn from many fields within the context of mathematics, statistics, computer science, information science, and domain knowledge. [6]
Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making. [1] Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, and is used in different business, science ...
Datafication. Datafication is a technological trend turning many aspects of our life into data [1][2] which is subsequently transferred into information realised as a new form of value. [3] Kenneth Cukier and Viktor Mayer-Schönberger introduced the term datafication to the broader lexicon in 2013. [4]
How to Lie with Statistics is a book written by Darrell Huff in 1954, presenting an introduction to statistics for the general reader. Not a statistician, Huff was a journalist who wrote many how-to articles as a freelancer. The book is a brief, breezy illustrated volume outlining the misuse of statistics and errors in the interpretation of ...
With Rachel Schutt, Doing Data Science: Straight Talk from the Frontline (O'Reilly 2013, ISBN 1449358659). On Being a Data Skeptic (O'Reilly Media 2013, ISBN 1491947233). Weapons of Math Destruction (Crown 2016, ISBN 0553418815). The Shame Machine: Who Profits in the New Age of Humiliation (Crown 2022, ISBN 1984825453).
O'Reilly Media, Inc. (formerly O'Reilly & Associates) is an American learning company established by Tim O'Reilly that provides technical and professional skills development courses via an online learning platform. O’Reilly also publishes books about programming and other technical content. Its distinctive brand features a woodcut of an ...
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