{"product_id":"9781491922941","title":"Elegant SciPy: The Art of Scientific Python","description":"\u003cp\u003eWelcome to Scientific Python and its community. If you’re a scientist who programs with Python, this practical guide not only teaches you the fundamental parts of SciPy and libraries related to it, but also gives you a taste for beautiful, easy-to-read code that you can use in practice. You’ll learn how to write elegant code that’s clear, concise, and efficient at executing the task at hand.\u003c\/p\u003e\u003cp\u003eThroughout the book, you’ll work with examples from the wider scientific Python ecosystem, using code that illustrates principles outlined in the book. Using actual scientific data, you’ll work on real-world problems with SciPy, NumPy, Pandas, scikit-image, and other Python libraries.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExplore the NumPy array, the data structure that underlies numerical scientific computation\u003c\/li\u003e\n\u003cli\u003eUse quantile normalization to ensure that measurements fit a specific distribution\u003c\/li\u003e\n\u003cli\u003eRepresent separate regions in an image with a Region Adjacency Graph\u003c\/li\u003e\n\u003cli\u003eConvert temporal or spatial data into frequency domain data with the Fast Fourier Transform\u003c\/li\u003e\n\u003cli\u003eSolve sparse matrix problems, including image segmentations, with SciPy’s \u003ci\u003esparse\u003c\/i\u003e module\u003c\/li\u003e\n\u003cli\u003ePerform linear algebra by using SciPy packages\u003c\/li\u003e\n\u003cli\u003eExplore image alignment (registration) with SciPy’s \u003ci\u003eoptimize\u003c\/i\u003e module\u003c\/li\u003e\n\u003cli\u003eProcess large datasets with Python data streaming primitives and the Toolz library\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media, Incorporated","offers":[{"title":"Default Title","offer_id":47157397422320,"sku":"9781491922941","price":33.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781491922941_p0.jpg?v=1763661460","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781491922941","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}