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Artificial Intelligence

A Textbook

Language EnglishEnglish
E-book Adobe ePub DRM
E-book Artificial Intelligence Charu C. Aggarwal
Libristo code: 41012271
Publishers Springer, July 2021
This textbook covers the broader field of artificial intelligence.   The chapters for this textbook... Full description
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This textbook covers the broader field of artificial intelligence.   The chapters for this textbook span within three categories:Deductive reasoning methods: These methods start with pre-defined hypotheses and reason with them in order to arrive at logically sound conclusions. The underlying methods include search and logic-based methods. These methods are discussed in Chapters 1through 5.Inductive Learning Methods:  These methods start with examples and use statistical methods in order to arrive at hypotheses. Examples include regression modeling, support vector machines, neural networks, reinforcement learning, unsupervised learning, and probabilistic graphical models. These methods are discussed in Chapters~6 through 11. Integrating Reasoning and Learning:  Chapters~11 and 12 discuss techniques for integrating reasoning and learning. Examples include the use of knowledge graphs and neuro-symbolic artificial intelligence.The primary audience for this textbook are professors and advanced-level students in computer science. It is also possible to use this textbook for the mathematics requirements for an undergraduate data science course. Professionals working in this related field many also find this textbook useful as a reference.

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About the book

Full name Artificial Intelligence
Language English
Binding E-book - Adobe ePub DRM
Date of issue 2021
EAN 9783030723576
Libristo code 41012271
Publishers Springer
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