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Data Science
SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation
2025
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Data Science

Field of study to extract knowledge from data

Data science is an interdisciplinary academic field 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.

Data science also integrates domain knowledge from the underlying application domain (e.g., natural sciences, information technology, and medicine). Data science is multifaceted and can be described as a science, a research paradigm, a research method, a discipline, a workflow, and a profession.

Data science is "a concept to unify statistics, data analysis, informatics, and their related methods" to "understand and analyze actual phenomena" with data.

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SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation
2025
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Computer Science
Process (Computing)
Software Engineering
Artificial Intelligence
Programming Language