{"product_id":"9783662699942","title":"Machine Learning for Engineers: Introduction to Physics-Informed, Explainable Learning Methods for AI in Engineering Applications","description":"\u003ch1\u003eMachine Learning for Engineers: Introduction to Physics-Informed, Explainable Learning Methods for AI in Engineering Applications\u003c\/h1\u003e \u003ch2\u003eNeuer, Marcus J.\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eMachine learning and artificial intelligence are ubiquitous terms for improving technical processes. However, practical implementation in real-world problems is often difficult and complex.\u003c\/p\u003e\n\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003cp\u003eTherefore, 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2024-11-30\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783662699942\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-662-69995-9\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 241\u003c\/p\u003e ","brand":"Springer Berlin Heidelberg","offers":[{"title":"Default Title","offer_id":45665976811660,"sku":"9783662699942","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783662699942.jpg?v=1776095304","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783662699942","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}