{"product_id":"9781784393670","title":"NumPy Essentials","description":"\u003cp\u003e\u003cb\u003eBoost your scientific and analytic capabilities in no time at all by discovering how to build realworld applications with NumPy\u003c\/b\u003e\u003c\/p\u003e\u003cb\u003eAbout This Book\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eOptimize your Python scripts with powerful NumPy modules\u003c\/li\u003e\n\u003cli\u003eExplore the vast opportunities to build outstanding scientific\/ analytical modules by yourself\u003c\/li\u003e\n\u003cli\u003ePacked with rich examples to help you master NumPy arrays and universal functions\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eIf you are an experienced Python developer who intends to drive your numerical and scientific applications with NumPy, this book is for you. Prior experience or knowledge of working with the Python language is required.\u003c\/p\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eManipulate the key attributes and universal functions of NumPy\u003c\/li\u003e\n\u003cli\u003eUtilize matrix and mathematical computation using linear algebra modules\u003c\/li\u003e\n\u003cli\u003eImplement regression and curve fitting for models\u003c\/li\u003e\n\u003cli\u003ePerform time frequency \/ spectral density analysis using the Fourier Transform modules\u003c\/li\u003e\n\u003cli\u003eCollate with the distutils and setuptools modules used by other Python libraries\u003c\/li\u003e\n\u003cli\u003eEstablish Cython with NumPy arrays\u003c\/li\u003e\n\u003cli\u003eWrite extension modules for NumPy code using the C API\u003c\/li\u003e\n\u003cli\u003eBuild sophisticated data structures using NumPy array with libraries such as Panda and Scikits\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIn Detail\u003c\/b\u003e\u003cp\u003eIn today's world of science and technology, it's all about speed and flexibility. When it comes to scientific computing, NumPy tops the list. NumPy gives you both the speed and high productivity you need.\u003c\/p\u003e\u003cp\u003eThis book will walk you through NumPy using clear, stepbystep examples and just the right amount of theory. We will guide you through wider applications of NumPy in scientific computing and will then focus on the fundamentals of NumPy, including array objects, functions, and matrices, each of them explained with practical examples.\u003c\/p\u003e\u003cp\u003eYou will then learn about different NumPy modules while performing mathematical operations such as calculating the Fourier Transform; solving linear systems of equations, interpolation, extrapolation, regression, and curve fitting; and evaluating integrals and derivatives. We will also introduce you to using Cython with NumPy arrays and writing extension modules for NumPy code using the C API. This book will give you exposure to the vast NumPy library and help you build efficient, highspeed programs using a wide range of mathematical features.\u003c\/p\u003e\u003cb\u003eStyle and approach\u003c\/b\u003e\u003cp\u003eThis quick guide will help you get to grips with the nittygritties of NumPy using with practical programming examples. Each topic is explained in both theoretical and practical ways with handson examples providing you efficient way of learning and adequate knowledge to support your professional work.\u003c\/p\u003e","brand":"Packt Publishing, Limited","offers":[{"title":"Default Title","offer_id":47037694181616,"sku":"9781784393670","price":29.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781784393670_p0.jpg?v=1763726133","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781784393670","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}