Machine Learning for Engineers

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Free Download Machine Learning for Engineers:
Introduction to Physics-Informed, Explainable Learning Methods for AI in Engineering Applications
English | 2025 | ISBN: 366269994X | 258 Pages | PDF EPUB (True) | 82 MB

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.

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