Artificial Intelligence for Humans, Volume 1: Fundamental by Jeff Heaton

By Jeff Heaton

an exceptional development calls for a robust starting place. This e-book teaches easy synthetic Intelligence algorithms akin to dimensionality, distance metrics, clustering, errors calculation, hill mountaineering, Nelder Mead, and linear regression. those are usually not simply foundational algorithms for the remainder of the sequence, yet are very priceless of their personal correct. The e-book explains all algorithms utilizing genuine numeric calculations for you to practice your self. man made Intelligence for people is a ebook sequence intended to educate AI to these with out an intensive mathematical heritage. The reader wishes just a wisdom of simple collage algebra or desktop programming—anything extra complex than that's completely defined. each bankruptcy additionally encompasses a programming instance. Examples are presently supplied in Java, C#, R, Python and C. different languages planned.

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