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Author Buontempo, Frances, author.

Title Genetic algorithms and machine learning for programmers : create AI models and evolve solutions / Frances Buontempo.

Publication Info. Raleigh, North Carolina : The Pragmatic Bookshelf, [2019]
Location Call No. Status
 95th Street Adult Nonfiction  006.3823 BUO    DUE 12-19-20
 Nichols Adult Nonfiction  006.3823 BUO    DUE 12-09-20
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Description viii, 218 pages : illustrations ; 24 cm.
Series The pragmatic programmers
Pragmatic programmers.
Bibliography Includes bibliographical and references and index.
Summary Self-driving cars, natural language recognition, and online recommendation engines are all possible thanks to machine learning. Discover machine learning algorithms using a handful of self-contained recipes. Create your own genetic algorithms, nature-inspired swarms, Monte Carlo simulations, and cellular automata. Find minima and maxima, using hill climbing and simulated annealing. Try selection mathods, including tournament and roulette wheels. Learn about heuristics, fitness functions, metrics, and clusters.
Subject Genetic programming (Computer science).
Genetic algorithms.
Machine learning.
Artificial intelligence.
ISBN 9781680506204 (pbk.)
168050620X
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