The Master Algorithm
by Pedro Domingos
Five tribes of machine learning, symbolists, connectionists, evolutionaries, Bayesians, analogizers, and the quest to unify them. Clear map of the field.
Read it if…
you want a conceptual map of machine learning.
See the book →
Skip it if…
you want code.
Try instead: Genesis: Artificial Intelligence, Hope, and the Human Spirit →
Three things you will actually use
- Five approaches, one goal.
- Learning is the new programming.
- Know the tribes.
Do this first
Read the chapter on the five tribes.
Our verdict
Domingos's five tribes.
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Compare with other Character books
Genesis: Artificial Intelligence, Hope, and the Human Spirit
Henry Kissinger, Eric Schmidt and Craig Mundie · Character
Kissinger's Genesis.
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