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  2. Training, validation, and test data sets - Wikipedia

    en.wikipedia.org/wiki/Training,_validation,_and...

    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]

  3. List of datasets for machine-learning research - Wikipedia

    en.wikipedia.org/wiki/List_of_datasets_for...

    Major advances in this field can result from advances in learning algorithms (such as deep learning), computer hardware, and, less-intuitively, the availability of high-quality training datasets. [1] High-quality labeled training datasets for supervised and semi-supervised machine learning algorithms are usually difficult and expensive to ...

  4. Data science - Wikipedia

    en.wikipedia.org/wiki/Data_science

    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]

  5. Certificate in Data Processing - Wikipedia

    en.wikipedia.org/wiki/Certificate_in_Data_Processing

    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.

  6. CompTIA - Wikipedia

    en.wikipedia.org/wiki/CompTIA

    Data+: focuses on data mining, manipulating data, visualizing & reporting data, statistical methods, and governance. Linux+: A single exam known as XK0-004 [12] that is renewable through the CE program, [13] the certification covers Linux operating systems, from their installation and use to the basics of applicable free software and open ...

  7. Association for the Advancement of Artificial Intelligence

    en.wikipedia.org/wiki/Association_for_the...

    The Association for the Advancement of Artificial Intelligence (AAAI) is an international scientific society devoted to promote research in, and responsible use of, artificial intelligence. AAAI also aims to increase public understanding of artificial intelligence (AI), improve the teaching and training of AI practitioners, and provide guidance ...

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