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Finally, the test data set is a data set used to provide an unbiased evaluation of a final model fit on the training data set. [5] If the data in the test data set has never been used in training (for example in cross-validation), the test data set is also called a holdout data set. The term "validation set" is sometimes used instead of "test ...
Data science is an interdisciplinary academic field [1] that uses statistics, scientific computing, scientific methods, processing, scientific visualization, algorithms and systems to extract or extrapolate knowledge from potentially noisy, structured, or unstructured data. [2] Data science also integrates domain knowledge from the underlying ...
In addition to certification obtained by taking courses and/or passing exams (and in the case of CISSP and others noted below, demonstrating experience and/or being recommended or given a reference from an existing credential holder), award certificates also are given for winning government, university or industry-sponsored competitions ...
Artificial intelligence (AI), in its broadest sense, is intelligence exhibited by machines, particularly computer systems.It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals. [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 ]
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The Certificate in Data Processing (CDP) was a certification administered by the Data Processing Management Association. The CDP required several years experience in information technology , the recommendation of a current CDP holder, and the successful completion of a six-part written exam.
European Information Technologies Certification Academy (EITCA) programme is an international professional ICT knowledge and skills certification standard, developed and governed by the EITCI Institute – a non-profit organization based in Brussels, that provides certification of individuals' knowledge and skills in broad field-oriented areas of ICT expertise such as Computer graphics ...