Artificial Intelligence for Humans, Volume 1: Fundamental Algorithms - Softcover

Buch 1 von 3: Artificial Intelligence for Humans

Heaton, Jeff

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

Inhaltsangabe

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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Über die Autorin bzw. den Autor

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).

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Verlag
CreateSpace Independent Publishing Platform
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
1493682229
ISBN 13 
9781493682225
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
222
Kontakt zum Hersteller
Manufactured by Amazon on behalf of the author
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