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

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Specific Problems of Computer Vision? (CV) covers the whole variety of collecting and interpreting information from optical signals of any type.

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https://doi.org/10.1007/978-3-031-19074-2Data Science; Big Data; Statistical Learning; Machine Learning; Deep Learning; Artificial Neural Networks

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Tomas Hrycej,Bernhard Bermeitinger,Siegfried HandsOffers a presentation structure aligned along key problems.Focuses on approaches supported by mathematical arguments, rather than sole computing experiences.Considers key data science problems and eve

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Application-Specific Mappings and?Measuring the Fit to Datato the common idea of a mapping in the sense of a mathematical function that delivers a function value (possibly a vector) from a vector of arguments. Depending on the application, it may be appropriate to call the input and output vectors ..

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Textbook 2023estions for exploring: ?Which are the principles necessary to understand the implications of an application, and which are necessary to understand the conditions for the success of methods used? Theory is presented only to the degree necessary to apply it properly, striving for the balance between e

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ogenic retroviruses termed lentivirinae that share biological, biochemical, and molecular features for viral persistence.. The hallmark of HIV infection is a relentless and profound immunosuppression mediated by a selective depletion of helper/inducer T lymphocytes.. However, the virus-infected macr

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Tomas Hrycej,Bernhard Bermeitinger,Matthias Cetto,Siegfried Handschuhcause remains unknown. None of the prevailing theories of etiology—genetic, biochemical, and psychosocial—can fully explain the epidemiology, clinical course, or pathology of the illness. The hypothesis that viruses or virus-like agents may have a role in the etiology of schizophrenia is not a new o

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ogenic retroviruses termed lentivirinae that share biological, biochemical, and molecular features for viral persistence.. The hallmark of HIV infection is a relentless and profound immunosuppression mediated by a selective depletion of helper/inducer T lymphocytes.. However, the virus-infected macr