Genetic algorithms and machine learning for programmers : Create AI models and evolve solutions /

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 c...

Ausführliche Beschreibung

Gespeichert in:
1. Verfasser:
Buontempo, Frances
Format:
Elektronisch E-Book
Sprache:
Englisch
Veröffentlicht:
[Place of publication not identified] : The Pragmatic Programmers, LLC, [2019]
Ausgabe:
First edition.
Zusammenfassung:
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.
Umfang:
1 online resource (viii, 218 pages) : illustrations
text file
Anmerkungen:
Place of publication from publisher's website.
"Version: P1.0 (January 2019)."
Bibliografie:
Includes bibliographical and references and index.
ISBN:
9781680506587
1680506587
9781680506570
1680506579
9781680506594
1680506595
Schlagworte:
Genetic programming (Computer science)
Genetic algorithms.
Machine learning.
Artificial intelligence.
Bezugswerke:
Links: