Artificial Intelligence for Humans, Volume 1: Fundamental Algorithms - Couverture souple

Livre 1 sur 3: Artificial Intelligence for Humans

Heaton, Jeff

 
9781493682225: Artificial Intelligence for Humans, Volume 1: Fundamental Algorithms
Couverture souple
ISBN 10 : 1493682229 ISBN 13 : 9781493682225
Editeur : CreateSpace Independent Publishing Platform, 2013

Synopsis

A great building requires a strong foundation. This book teaches basic Artificial Intelligence algorithms such as dimensionality, distance metrics, clustering, error calculation, hill climbing, Nelder Mead, and linear regression. These are not just foundational algorithms for the rest of the series, but are very useful in their own right. The book explains all algorithms using actual numeric calculations that you can perform yourself. Artificial Intelligence for Humans is a book series meant to teach AI to those without an extensive mathematical background. The reader needs only a knowledge of basic college algebra or computer programming—anything more complicated than that is thoroughly explained. Every chapter also includes a programming example. Examples are currently provided in Java, C#, R, Python and C. Other languages planned.

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À propos de l'auteur

Jeff Heaton, PhD, is a computer scientist that specializes in data science and artificial intelligence. Specializing in Python, R, Java and C#, he is an open source contributor and author of more than ten books. His areas of expertise include predictive modeling, data mining, big data, business intelligence, and artificial intelligence. Jeff holds a Master's Degree in Information Management from Washington University and a PhD in computer science from Nova Southeastern University in computer science. He is the lead developer for the Encog Machine Learning Framework open source project, a senior member of IEEE, and a fellow of the Life Management Institute (FLMI).

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CreateSpace Independent Publishing Platform
Date d'édition
2013
Langue
anglais
ISBN 10 
1493682229
ISBN 13 
9781493682225
Reliure
Broché
Numéro d'édition
1
Nombre de pages
222
Coordonnées du fabricant
Manufactured by Amazon on behalf of the author
https://www.amazon.fr/hz/contact-us

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