Artificial Intelligence for Engineers: Basics and Implementations - Rilegato

Liu, Zhen "Leo"

Rilegato

ISBN 10: 3031759524 ISBN 13: 9783031759529

Casa editrice: Springer-Verlag GmbH, 2025

Riassunto

This textbook presents basic knowledge and essential toolsets needed for people who want to step into artificial intelligence (AI). The book is especially suitable for those college students, graduate students, instructors, and IT hobbyists who have an engineering mindset. That is, it serves the idea of getting the job done quickly and neatly with an adequate understanding of why and how. It is designed to allow one to obtain a big picture for both AI and essential AI topics within the shortest amount of time.

Su questo libro

Informazioni sull'autore

Leo Liu’s research interests include poromechanics, multiphysics, Artificial Intelligence (AI), and cyber-physical systems. The scope covers both traditional civil engineering applications, such as unsaturated soil mechanics, geohazards, energy geotechnics, and more interdisciplinary innovations, such as intelligent geosystems (for smart cities), system resilience against disaster and weather, and “big data” solutions for intelligent geosystems and transportation systems. His research has many direct applications in infrastructure safety, energy resources, environment protection, and advanced materials.

Dalla quarta di copertina

This textbook presents basic knowledge and essential toolsets needed for people who want to step into artificial intelligence (AI). The book is especially suitable for those college students, graduate students, instructors, and IT hobbyists who have an engineering mindset. That is, it serves the idea of getting the job done quickly and neatly with an adequate understanding of why and how. It is designed to allow one to obtain a big picture for both AI and essential AI topics within the shortest amount of time.

• Designed for a typical undergraduate, graduate, or dual-listed course with a semester-based calendar;
• Puts theory in context, so readers gain knowledge about the most essential concepts and algorithms;
• Covers essential terms, algorithms, and useful tools for learning and performing contemporary AI.

Extra information is available at AI-engineer.org

Dettagli dell'edizione

• Editore: Springer-Verlag GmbH
• Data di pubblicazione: 2025
• Lingua: Inglese
• ISBN 10: 3031759524
• ISBN 13: 9783031759529
• Rilegatura: Copertina rigida
• Numero di pagine: 452
• Contatto del produttore: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Germania