Titlebook: Mathematical Foundations of Data Science; Tomas Hrycej,Bernhard Bermeitinger,Siegfried Hands Textbook 2023 The Editor(s) (if applicable) a

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al muscle disorders also affect cardiac muscle, e.g. muscular dystrophies and mitochondrial myopathies, which can lead to conduction defects, cardiomyopathy and sudden cardiac death. Involvement of respiratory muscles may result in respiratory failure. Involvement of bulbar muscles predisposes to ch

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978-3-031-19076-6The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl

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Mathematical Foundations of Data Science978-3-031-19074-2Series ISSN 1868-0941 Series E-ISSN 1868-095X

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Data Science and Its Tasks,As the name . (DS) suggests, it is a scientific field concerned with data. However, this definition would encompass the whole of information technology. This is not the intention behind delimiting the Data Science. Rather, the focus is on ..

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Learning and GeneralizationThe mission of DS is to extract interesting information from data. In the previous chapters, the form of this information has been discussed: These are diverse types of mappings such as classifiers or quantitative models. In the present chapter, the requirements on data available for processing and discovering this information are reviewed.

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Specific Problems of Natural Language Processing(NLP) is a field going far beyond the scope of DS.