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Data science is multifaceted and can be described as a science, a research paradigm, a research method, a discipline, a workflow, and a profession. [4] Data science is "a concept to unify statistics, data analysis, informatics, and their related methods" to "understand and analyze actual phenomena" with data. [5]
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Data as a service (DaaS) is a cloud-based software tool used for working with data, such as managing data in a data warehouse or analyzing data with business intelligence. It is enabled by software as a service (SaaS). [ 1 ]
Data science process flowchart from Doing Data Science, by Schutt & O'Neil (2013) Analysis refers to dividing a whole into its separate components for individual examination. [ 10 ] Data analysis is a process for obtaining raw data , and subsequently converting it into information useful for decision-making by users. [ 1 ]
In software, a data access object (DAO) is a pattern that provides an abstract interface to some type of database or other persistence mechanism. By mapping application calls to the persistence layer, the DAO provides data operations without exposing database details. This isolation supports the single responsibility principle.
The NYU Center for Data Science (CDS) is a degree-granting graduate institute and research center at New York University. It was established in 2013 by computer scientist Yann LeCun . [ 1 ] CDS offers a M.S. in Data Science and, as of 2017, it was one of the first universities in the U.S. to offer a Ph.D. in Data Science. [ 2 ]
Data science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract or extrapolate knowledge and insights from noisy, structured and unstructured data, and apply knowledge from data across a broad range of application domains.
A hotfix is a software update that is released outside the normal update cycle or intended to be applied to a live system; often to fix a bug. [1]Originally, hotfix referred to patching a hot system – a production server that is actively serving clients.