£44.99

Machine Learning for Engineers: Introduction to Physics-Informed, Explainable Learning Methods for AI in Engineering Applications

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£44.99 £34.51 £36.79 £39.08 £41.37 £43.66 £45.94 01 February 2025 21 April 2025 09 July 2025 26 September 2025 15 December 2025

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Price levels: 8 different prices over 318 days

Description

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.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
30 November 2024
Listed Since
24 July 2024

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