Kneusel, Ronald T.
The Art of Randomness: Using Randomized Algorithms in the Real-World
- ISBN 13:
- 9781718503243
- author:
- Kneusel, Ronald T.
- format:
- Paperback
- publisher:
- No Starch Press,US
- language:
- English
- Publication Year:
- 2024
- Pages:
- 420
- Dimensions:
- 23.2 x 17.8 x 2.4 centimetres (0
- Genre:
- Computers, Computer Science, Data Modeling,
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Harness the power of randomness to solve real-world problems in fun, hands-on experiments. This guide shows you how to use randomized algorithms to run simulations, hide information, design experiments, and create art and music using Python code. You'll learn how to build your intuition about when and how to use random processes to get things done. The book covers topics such as simulating Darwinian evolution, designing scientific experiments, implementing machine learning algorithms, and more. With a focus on practical examples and exercises, you'll develop a randomness engine and explore its applications in various fields. Scientific anecdotes and code examples illustrate the importance of randomness in optimization, machine learning, and audio signals. The book provides a comprehensive introduction to randomized algorithms and their real-world uses, making it an ideal resource for anyone interested in programming, science, or data analysis.
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