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The Art of Randomness: Randomized Algorithms in the Real World
1718503245 epub 1718503245 epub Harness the power of randomness (and Python code) to solve real-world problems in fun, hands-on experimentsfrom simulating evolution to encrypting messages to making machine-learning algorithms! The Art of Randomness is a hands-on guide to mastering the many ways you can use randomized algorithms to solve real programming and scientific problems. Youll learn how to use randomness to run simulations, hide information, design experiments, and even create art and music. All you need is some Python, basic high school math, and a roll of the dice. Author Ronald T. Kneusel focuses on helping you build your intuition so that youll know when and how to use random processes to get things done. Youll develop a randomness engine (a Python class that supplies random values from your chosen source), then explore how to leverage randomness to: Read more