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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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