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[5] [6] The Data Incubator is considered among the leading data science incubators in the United States. Through this partnership, CADS was the first in the Association of South-East Asian Nations to offer a data science accelerator program to transform science and engineering talents in Southeast Asia into qualified data scientists. [ 7 ]
The initiative was announced at a White House Office of Science and Technology Policy event to highlight and promote advances in data-driven scientific discovery, and is a core component of the National Science Foundation's strategic plan for building national capacity in data science. [8] [9] [10]
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]
A training data set is a data set of examples used during the learning process and is used to fit the parameters (e.g., weights) of, for example, a classifier. [9] [10]For classification tasks, a supervised learning algorithm looks at the training data set to determine, or learn, the optimal combinations of variables that will generate a good predictive model. [11]
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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.