Zhen "Leo" Liu
Artificial Intelligence for Engineers
Basics and Implementations
Gebonden Engels 2025 9783031759529Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9783031759529
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:400
Uitgever:Springer Nature Switzerland
Lezersrecensies
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Inhoudsopgave
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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