Description: Further DetailsTitle: Genetic Algorithms and Machine Learning for ProgrammersCondition: NewEAN: 9781680506204ISBN: 9781680506204Publisher: The Pragmatic ProgrammersFormat: PaperbackRelease Date: 02/26/2019Author: Frances BuontempoLanguage: EnglishISBN-10: 168050620XDescription: Self-driving cars, natural language recognition, and online recommendation engines are all possible thanks to Machine Learning. Now you can create your own genetic algorithms, nature-inspired swarms, Monte Carlo simulations, cellular automata, and clusters. Learn how to test your ML code and dive into even more advanced topics. If you are a beginner-to-intermediate programmer keen to understand machine learning, this book is for you. Discover machine learning algorithms using a handful of self-contained recipes. Build a repertoire of algorithms, discovering terms and approaches that apply generally. Bake intelligence into your algorithms, guiding them to discover good solutions to problems. In this book, you will: Use heuristics and design fitness functions.Build genetic algorithms.Make nature-inspired swarms with ants, bees and particles.Create Monte Carlo simulations.Investigate cellular automata.Find minima and maxima, using hill climbing and simulated annealing.Try selection methods, including tournament and roulette wheels.Learn about heuristics, fitness functions, metrics, and clusters. Test your code and get inspired to try new problems. Work through scenarios to code your way out of a paper bag; an important skill for any competent programmer. See how the algorithms explore and learn by creating visualizations of each problem. Get inspired to design your own machine learning projects and become familiar with the jargon. What You Need: Code in C++ (>= C++11), Python (2.x or 3.x) and JavaScript (using the HTML5 canvas). Also uses matplotlib and some open source libraries, including SFML, Catch and Cosmic-Ray. These plotting and testing libraries are not required but their use will give you a fuller experience. Armed with just a text editor and compiler/interpreter for your language of choice you can still code along from the general algorithm descriptions.Country/Region of Manufacture: USGenre: Computing & InternetItem Length: 190mmItem Width: 17mmBook Series: Pragmatic ProgrammersRelease Year: 2019 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Genetic Algorithms and Machine Learning for Programmers
Title: Genetic Algorithms and Machine Learning for Programmers
EAN: 9781680506204
ISBN: 9781680506204
Release Date: 02/26/2019
Release Year: 2019
ISBN-10: 168050620X
Country/Region of Manufacture: US
Genre: Computing & Internet
Series: Pragmatic Programmers
Number of Pages: 250 Pages
Publication Name: Genetic Algorithms and Machine Learning for Programmers : Create Ai Models and Evolve Solutions
Language: English
Publisher: Pragmatic Programmers, LLC, T.H.E.
Subject: Intelligence (Ai) & Semantics, General, Computer Engineering
Item Height: 0.7 in
Publication Year: 2019
Type: Textbook
Item Weight: 15.7 Oz
Author: Frances Buontempo
Item Length: 9.3 in
Subject Area: Mathematics, Computers
Item Width: 7.5 in
Format: Trade Paperback
