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The Master Algorithm
Book

The Master Algorithm

How the Quest for the Ultimate Learning Machine Will Remake Our World

Pedro Domingos
Basic Books, 2015

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Editorial Rating

8

Qualities

  • Innovative

Recommendation

That sci-fi moment you’ve been waiting for is here: Some machines are already learning on their own and even learning to program themselves. This lively, necessary report from computer science professor Pedro Domingos shows you what this transformation does for science and what it will do for human society. Machine learning is complex and the subject is conceptually dense, but Domingos explains it with clear love for his topic. He details how computers came to learn on their own; how learning algorithms function; and how competing theories of thinking and learning work. His vivid writing, anecdotes and examples help make the topic more accessible than you might expect (though the reader may have to do some heavy lifting). Domingos explains a lot, but sometimes relies too much on his illustrations. getAbstract recommends his treatise to anyone interested in how computers are revolutionizing society, in “machine learning” or in scientific development.

Take-Aways

  • “Machine learning” lets computers write their own algorithms – “precise and unambiguous” instructions that tell computers exactly “what to do.”
  • Machine learning can revolutionize society, but it will require a “Master Algorithm” to reach its full potential.
  • Five schools of thought about machine intelligence compete with each other:

About the Author

Winner of the SIGKDD Innovation Award, Pedro Domingos is a professor of computer science at the University of Washington and a fellow of the Association for the Advancement of Artificial Intelligence. Readers can download the MLN learner “Alchemy” at alchemy.cs.washington.edu.

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    a. S. 6 years ago
    Otimo resumo, tenho esse livro e-book, mas a leitura estava muito cansativa e esse resumo acabou com minha angustia!

    Atenciosamente
    JeanCarloES
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    A. B. 7 years ago
    Awesome summary, since it distilled the essence of this very important and a sophisticated book so I can leverage the learning in my work rather quickly