Buontempo, Frances
Genetic Algorithms and Machine Learning for Programmers
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- ISBN 13:
- 9781680506204
- author:
- Buontempo, Frances
- format:
- Paperback / softback
- publisher:
- The Pragmatic Programmers
- language:
- English
- Publication Year:
- 2019
- Pages:
- 250
- Dimensions:
- 23.8 x 19.2 x 1.3 centimetres (0
- Genre:
- Computers, Artificial Intelligence, Computers,
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Learn to create your own genetic algorithms and machine learning models using nature-inspired approaches.
This book provides a hands-on introduction to machine learning for programmers, covering topics such as heuristics, fitness functions, genetic algorithms, Monte Carlo simulations, and cellular automata. You'll learn how to test and visualize your code, and apply these techniques to real-world problems.
With code examples in C++, Python, and JavaScript, you'll be able to build a repertoire of machine learning algorithms and tackle complex projects with confidence.
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