{"product_id":"think-complexity-complexity-science-and-computational-modeling-9781492040200","title":"Think Complexity: Complexity Science and Computational Modeling","description":"\u003cp\u003eComplexity science uses computation to explore the physical and social sciences. In \u003ci\u003eThink Complexity\u003c\/i\u003e, you'll use graphs, cellular automata, and agent-based models to study topics in physics, biology, and economics. \u003c\/p\u003e\u003cp\u003e Whether you're an intermediate-level Python programmer or a student of computational modeling, you'll delve into examples of complex systems through a series of worked examples, exercises, case studies, and easy-to-understand explanations. \u003c\/p\u003e\u003cp\u003e In this updated second edition, you will: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eWork with NumPy arrays and SciPy methods, including basic signal processing and Fast Fourier Transform \u003c\/li\u003e\n\u003cli\u003eStudy abstract models of complex physical systems, including power laws, fractals and pink noise, and Turing machines \u003c\/li\u003e\n\u003cli\u003eGet Jupyter notebooks filled with starter code and solutions to help you re-implement and extend original experiments in complexity; and models of computation like Turmites, Turing machines, and cellular automata \u003c\/li\u003e\n\u003cli\u003eExplore the philosophy of science, including the nature of scientific laws, theory choice, and realism and instrumentalism \u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eIdeal as a text for a course on computational modeling in Python, \u003ci\u003eThink Complexity\u003c\/i\u003e also helps self-learners gain valuable experience with topics and ideas they might not encounter otherwise.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-4340975\"\u003eAllen Downey\u003c\/a\u003e\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/28\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 198\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.70lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.00w x 0.40d\u003cbr\u003e\u003cb\u003eISBN13:\u003c\/b\u003e 9781492040200\u003cbr\u003e\u003cb\u003eISBN10:\u003c\/b\u003e 1492040207\u003cbr\u003e\u003cb\u003eBISAC Categories:\u003c\/b\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM051360\"\u003eLanguages | Python\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM062000\"\u003eData Science | Data Modeling \u0026amp; Design\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-MAT\"\u003eMathematics\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-MAT029000\"\u003eProbability \u0026amp; Statistics | General\u003c\/a\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eAllen Downey is a professor of Computer Science at Olin College and the author of a series of free, open-source textbooks related to software and data science, including Think Python, Think Bayes, and Think Complexity, published by O'Reilly Media. His blog, Probably Overthinking It, features articles on Bayesian probability and statistics. He holds a Ph.D. in computer science from U.C. Berkeley, and M.S. and B.S. degrees from MIT. He lives near Boston, MA with his wife and two daughters.\u003c\/p\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":44537873400045,"sku":"9781492040200","price":70.82,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0550\/8097\/6621\/products\/img_c9fe3d81-2e45-4b0b-8cee-02981efe6b8f.jpg?v=1701447793","url":"https:\/\/sureshotbooks.com\/products\/think-complexity-complexity-science-and-computational-modeling-9781492040200","provider":"SureShot Books Publishing LLC","version":"1.0","type":"link"}