Zhen "Leo" Liu
Artificial Intelligence for Engineers
Basics and Implementations
Paperback Engels 2026 9783031759550Levertijd ± 9 werkdagen
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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
ISBN13:9783031759550
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:439
Uitgever:Springer Nature Switzerland
Hoofdrubriek:Wetenschap en techniek, Computer en informatica
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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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