Artificial intelligence r0 machine learning for engineers
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Machine learning and artificial intelligence are ubiquitous terms for improving technical processes. However, practical implementation in real-world problems is often difficult and complex.
This textbook explains learning methods based on analytical concepts in conjunction with complete programming examples in Python, always referring to real technical application scenarios. It demonstrates the use of physics-informed learning strategies, the incorporation of uncertainty into modeling, and the development of explainable, trustworthy artificial intelligence with the help of specialized databases.
Therefore, this textbook is aimed at students of engineering, natural science, medicine, and business administration as well as practitioners from industry (especially data scientists), developers of expert databases, and software developers.
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Taal: en
Uitvoering: E-book
Oorspronkelijke releasedatum: 29 november 2024
Ebook Formaat: EPUB3
Ebook beveiliging: Adobe DRM
Illustraties: Met illustraties
Hoofdauteur: Marcus J. Neuer
Hoofduitgeverij: Springer
Lees dit ebook op: Desktop (Mac en Windows)
Lees dit ebook op: Kobo e-reader
Lees dit ebook op: Android (smartphone en tablet)
Lees dit ebook op: iOS (smartphone en tablet)
Lees dit ebook op: Windows (smartphone en tablet)
Toegankelijkheidskenmerken Ebook: Visueel aanpasbaar
Fabrikantgegevens: De informatie van de fabrikant is momenteel niet beschikbaar.
Studieboek: Nee
EAN: 9783662699959