The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our WorldThat 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. |
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LibraryThing Review
Gebruikersrecensie - Paul_S - LibraryThingInane verbiage with no educational content. Just constant fawning and endless lists of potential and current applications of learning algorithms. The writing is beyond tiresome. Here's just one ... Volledige review lezen
LibraryThing Review
Gebruikersrecensie - antao - LibraryThingMachine Learning Made Easier (or NOT!): "The Master Algorithm" by Pedro Domingos Published September 22nd 2015. How can one become an expert in ML? All one needs is a basic background in (multivariate ... Volledige review lezen
Inhoudsopgave
Prologue | |
The MachineLearning Revolution | |
The Master Algorithm | |
Humes Problem of Induction | |
How Does Your Brain Learn? | |
Evolution Natures Learning Algorithm | |
In the Church of the Reverend Bayes | |
You Are What You Resemble | |
Overige edities - Alles bekijken
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will ... Pedro Domingos Gedeeltelijke weergave - 2015 |
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will ... Pedro Domingos Geen voorbeeld beschikbaar - 2018 |
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will ... Pedro Domingos Geen voorbeeld beschikbaar - 2015 |
Veelvoorkomende woorden en zinsdelen
answer apply attributes Bayes Bayesian networks becomes better brain build called cancer cause cell Chapter clusters combine complex concepts course curve decide decision dierent don’t eect engineering everything evolution example face fact friends function future genes genetic give given goes gure hand human images important inference input intelligence it’s keep knowledge laws learner learning algorithms less logic look machine learning Markov Master Algorithm means million nature networks neural neurons never objects once optimization perceptron perhaps positive possible predict probability problem question reason result robot rule scientists similar simple single solve starting step structure symbolists theorem theory there’s things thousand tion tree turn understand University weights
Bibliografische gegevens
| Titel | The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World Business book summary |
| Auteur | Pedro Domingos |
| Editie | geïllustreerd |
| Uitgever | Basic Books, 2015 |
| ISBN | 0465065708, 9780465065707 |
| Lengte | 352 pagina's |
| Citatie exporteren | BiBTeX EndNote RefMan |