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A first course in artificial intelligence

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Oguike, Osondu (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Sharjah : Bentham Science Publishers, 2021.
Temas:
Acceso en línea:Texto completo

MARC

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020 |a 9781681088532  |q (electronic bk.) 
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100 1 |a Oguike, Osondu,  |e author. 
245 1 2 |a A first course in artificial intelligence  |h [electronic resource] /  |c authored by Osondu Oguike. 
264 1 |a Sharjah :  |b Bentham Science Publishers,  |c 2021. 
300 |a 1 online resource (343 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
500 |a Description based upon print version of record. 
505 0 |a Introduction to artificial intelligence. Definition of artificial intelligence -- History of artificial intelligence and projection for the future -- Emerging artificial intelligence applications -- Expert system. Expert system basics -- Knowledge engineering -- Propositional logic -- Natural language processing. Fundamentals of natural language processing -- Text pre-processing -- Text representation -- Parts of speech tagging -- Text tagging/text classification -- Text summarization -- Sentiment analysis -- NLP, using Python programming language -- Machine learning. Introduction to machine learning -- Data preparation -- Supervised machine learning -- Simple regression algorithms for non-linear relationships -- Unsupervised machine learning algorithms -- Waikato environment for knowledge analysis, WEKA -- Neural network -- Deep learning -- Reinforcement learning -- Machine learning applications. Analyzing terrorism dataset using classification based algorithms -- Analyzing terrorism dataset using probability distribution functions -- Polynomial regression algorithm for analysing COVID-19 dataset -- Sensory perception. Computer vision -- Speech recognition -- Tactile sensing -- Robotics. Foundations of robotics -- Humanoid robots -- Autonomous/robotic vehicles -- Metrics for assessing the performance of robots. 
588 |a Description based on print version record. 
590 |a eBooks on EBSCOhost  |b EBSCO eBook Subscription Academic Collection - Worldwide 
650 0 |a Artificial intelligence. 
650 2 |a Artificial Intelligence 
650 6 |a Intelligence artificielle. 
650 7 |a artificial intelligence.  |2 aat 
650 7 |a Artificial intelligence  |2 fast 
776 0 8 |i Print version:  |a Oguike, Osondu  |t A First Course in Artificial Intelligence  |d Sharjah : Bentham Science Publishers,c2021  |z 9781681088549 
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