Artificial Intelligence for Engineers: Basics and Implementations

Author:   Zhen ""Leo"" Liu
Publisher:   Springer International Publishing AG
ISBN:  

9783031759550


Pages:   439
Publication Date:   05 January 2026
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Artificial Intelligence for Engineers: Basics and Implementations


Overview

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.

Full Product Details

Author:   Zhen ""Leo"" Liu
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
ISBN:  

9783031759550


ISBN 10:   3031759559
Pages:   439
Publication Date:   05 January 2026
Audience:   Primary & secondary/elementary & high school ,  Secondary
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Preparation Knowledge: Basics of AI.- Tools for Artificial Intelligence.- Linear Models.- Decision Trees.- Support Vector Machine.- Bayesian Algorithms.- Artificial Neural Network.- Deep Learning.- Ensemble Learning.- Clustering.- Dimension Reduction.- Anomaly Detection.- Association Rule Leaming.- Basics of and Value-Based Reinforcement Learning.- Policy-Based Reinforcement Learning.

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Author Information

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.

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Latest Reading Guide

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