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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]
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]
More recently, CADS is collaborating with the Malaysian Technology Development Corporation (MTDC) in the areas of capacity-building, training as well as promote education, professional training and module development in Data Science, Analytics and Artificial Intelligence skills and specialisations. [22] [23]
Additionally, securing the data used to train AI models is of paramount importance. Encryption, secure data storage, and access control mechanisms are employed to safeguard sensitive information from unauthorized access and breaches. AI systems also require constant monitoring to detect and mitigate vulnerabilities that may arise post-deployment.
The role of the institute is to provide the expertise and fundamental research into data science and artificial intelligence needed to solve real-world problems. [9] The Alan Turing Institute has since 2021 run an annual event called AI UK, [16] which is described as a national showcase of data science and artificial intelligence.
The school offered data science master's degrees from 2014, [5] doctorates from 2022 [9] and bachelor degrees from 2024. [10] [11] Governor of Virginia Glenn Youngkin officiated the opening ceremony of the School of Data Science building in April 2024. [12] [13] Hopkins Architects is the design architect and VMDO is the architect of record.
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