AI Introduction
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62156489%3A43110%2F24%3A43926443" target="_blank" >RIV/62156489:43110/24:43926443 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
AI Introduction
Original language description
The publication provides a comprehensive overview of the fundamentals of artificial intelligence, including its definition, structure, and various perspectives such as the Turing test and the typology of AI systems. It further focuses on machine learning, covering classification, regression, learning processes, and evaluation metrics. The reader is introduced to basic machine learning algorithms, such as k-nearest neighbors and the naïve Bayes classifier. The final chapters explore the principles and functioning of neural networks, including a detailed description of artificial neurons, input processing, and output generation. This publication serves as an introductory study material for students and professionals who wish to become familiar with the key concepts and techniques in the field of artificial intelligence.
Czech name
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Czech description
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Classification
Type
B - Specialist book
CEP classification
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OECD FORD branch
20202 - Communication engineering and systems
Result continuities
Project
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Continuities
O - Projekt operacniho programu
Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
ISBN
978-80-558-2224-2
Number of pages
342
Publisher name
Univerzita Konštantína Filozofa v Nitre
Place of publication
Nitra
UT code for WoS book
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