{"product_id":"ipython-interactive-computing-and-visualization-cookbook-harness-ipython-for-powerful-scientific-computing-and-python-data-visualization-with-this-co-9781783284818","title":"IPython Interactive Computing and Visualization Cookbook: Harness IPython for powerful scientific computing and Python data visualization with this co","description":"\u003cp\u003e • Author(s): Cyrille Rossant\u003cbr\u003e • Publisher: Packt Publishing\u003cbr\u003e • Publisher Imprint: Packt Publishing\u003cbr\u003e • BISAC: Languages - Python\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eHarness IPython for powerful scientific computing and Python data visualization with this collection of more than 100 practical data science recipes\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLeverage the new features of the IPython notebook for interactive web-based big data analysis and visualization\u003c\/li\u003e\n\u003cli\u003eBecome an expert in high-performance computing and visualization for data analysis and scientific modeling\u003c\/li\u003e\n\u003cli\u003eA comprehensive coverage of scientific computing through many hands-on, example-driven recipes with detailed, step-by-step explanations\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIPython is at the heart of the Python scientific stack. With its widely acclaimed web-based notebook, IPython is today an ideal gateway to data analysis and numerical computing in Python.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eIPython Interactive Computing and Visualization Cookbook contains many ready-to-use focused recipes for high-performance scientific computing and data analysis. The first part covers programming techniques, including code quality and reproducibility; code optimization; high-performance computing through dynamic compilation, parallel computing, and graphics card programming. The second part tackles data science, statistics, machine learning, signal and image processing, dynamical systems, and pure and applied mathematics.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eCode better by writing high-quality, readable, and well-tested programs; profiling and optimizing your code, and conducting reproducible interactive computing experiments\u003c\/li\u003e\n\u003cli\u003eMaster all of the new features of the IPython notebook, including the interactive HTML\/JavaScript widgets\u003c\/li\u003e\n\u003cli\u003eAnalyze data with Bayesian and frequentist statistics (Pandas, PyMC, and R), and learn from data with machine learning (scikit-learn)\u003c\/li\u003e\n\u003cli\u003eGain valuable insights into signals, images, and sounds with SciPy, scikit-image, and OpenCV\u003c\/li\u003e\n\u003cli\u003eLearn how to write blazingly fast Python programs with NumPy, PyTables, ctypes, Numba, Cython, OpenMP, GPU programming (CUDA and OpenCL), parallel IPython, MPI, and many more\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for web developers who want to build the next generation of state-of-the-art mobile and desktop web applications with Angular. This book does not require you to have prior exposure to either Angular 1.x, 2 or 4, although comprehensive knowledge of JavaScript is assumed.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46488012783767,"sku":"9781783284818","price":5467.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781783284818.jpg?v=1766336495","url":"https:\/\/atlanticbooks.com\/products\/ipython-interactive-computing-and-visualization-cookbook-harness-ipython-for-powerful-scientific-computing-and-python-data-visualization-with-this-co-9781783284818","provider":"Atlantic Books","version":"1.0","type":"link"}