The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our WorldUnder the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning aboutand solvingan extraordinary range of problems, from the mundane to the most daunting. Today it is machine learning programs that enable Amazon and Netflix to predict what users will like, Apple to power Siri's ability to understand voices, and Google to pilot cars. These programs are already helping us fight the war on cancer and predict the movements of the stock market, and they are making great headway with instant language translation and discovering new laws of nature. But machine learning is incomplete, and its practitioners across the globe are seeking the most powerful algorithm of all. The Master Algorithm will not be limited to solving particular problems but will be able to learn anything and solve any problem, however difficult, and Pedro Domingos, a trailblazing computer scientist, is at the very forefront of the search for it. With the Master Algorithm in hand and data as its fuel, machine learningessentially the automation of discovery, a kind of scientific method on steroidswill become the most powerful technology humanity has ever devised. And The Master Algorithm will be its bible. |
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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 |
Master Algorithm: How the Quest for the Ultimate Learning Machine Will ... Pedro Domingos Geen voorbeeld beschikbaar - 2017 |
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