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Programming Machine Learning
book

Programming Machine Learning

by Paolo Perrotta
March 2020
Beginner to intermediate
342 pages
8h 38m
English
Pragmatic Bookshelf
Content preview from Programming Machine Learning

A Tale of Perceptrons

In the 1950s, the nascent field of artificial intelligence was split into rivaling factions. Two groups competed for academic mindshare: the top dogs were the “symbolists,” led by authorities such as Marvin Minsky and John McCarthy; the runners-up were the “connectionists,” led by the charismatic Frank Rosenblatt.

The two tribes had very different approaches. The symbolists believed in programming an intelligent machine from the ground up. Piece by piece, they planned to build computers that would eventually manipulate concepts faster and better than humans.

This idea might sound overly optimistic today, but it made perfect sense in the 1950s, when people were inventing the first high-level programming languages. Those ...

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Publisher Resources

ISBN: 9781680507706Errata Page