The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our WorldA thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our own In the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask. In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society. If data-ism is today's philosophy, this book is its bible. |
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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
LibraryThing Review
Gebruikersrecensie - Alex1952 - LibraryThingThis is a great book about machine learning for both: people who want to know more about it and people who are in this business. Domingos is a great writer with the ability to present complex ideas in ... Volledige review lezen
Inhoudsopgave
The Master Algorithm | |
Humes Problem of Induction | |
How Does Your Brain Learn? | |
Natures Learning Algorithm | |
In the Church of the Reverend Bayes | |
You Are What You Resemble | |
Learning Without a Teacher | |
The Pieces of the Puzzle Fall into Place | |
This Is the World on Machine Learning | |
Epilogue | |
Overige edities - Alles weergeven
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
Alchemy Alice and Bob analogizers attributes autoencoder backprop Bayesian networks better big data brain called cancer cell Chapter chunking clusters combine complex computer science concepts connectionists curve database decision tree diagnose dimensionality drugs e-mail encode entities everything evolution evolutionaries evolve example exponential Facebook figure flip function genes genetic algorithms genetic programming genome Google gradient descent human hypotheses inference input intelligence interact invented inverse deduction knowledge engineering layer learning algorithms look machine learning Markov logic Markov networks Master Algorithm match millions multilayer perceptron Naïve Bayes nearest-neighbor Netflix neural networks neurons Newton’s optimization output overfitting patients predict probabilistic probability problem random reinforcement learning result Robby robot scientists similar solve spam statistical step structure support vector SVMs symbolists theorem theory there’s things turn universal learner variables weights what’s
Bibliografische gegevens
| Titel | The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World |
| Auteur | Pedro Domingos |
| Uitgever | Basic Books, 2015 |
| ISBN | 0465061923, 9780465061921 |
| Lengte | 352 pagina's |
| Citatie exporteren | BiBTeX EndNote RefMan |