{"product_id":"high-performance-python-practical-performant-programming-for-humans-9781492055020","title":"High Performance Python: Practical Performant Programming for Humans","description":"\u003cp\u003e • Author(s): Micha Gorelick\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Languages - Python\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eYour Python code may run correctly, but you need it to run faster. Updated for Python 3, this expanded edition shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By exploring the fundamental theory behind design choices, High Performance Python helps you gain a deeper understanding of Python's implementation. \u003c\/p\u003e\u003cp\u003e How do you take advantage of multicore architectures or clusters? Or build a system that scales up and down without losing reliability? Experienced Python programmers will learn concrete solutions to many issues, along with war stories from companies that use high-performance Python for social media analytics, productionized machine learning, and more. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eGet a better grasp of NumPy, Cython, and profilers \u003c\/li\u003e\n\u003cli\u003eLearn how Python abstracts the underlying computer architecture \u003c\/li\u003e\n\u003cli\u003eUse profiling to find bottlenecks in CPU time and memory usage \u003c\/li\u003e\n\u003cli\u003eWrite efficient programs by choosing appropriate data structures \u003c\/li\u003e\n\u003cli\u003eSpeed up matrix and vector computations \u003c\/li\u003e\n\u003cli\u003eUse tools to compile Python down to machine code \u003c\/li\u003e\n\u003cli\u003eManage multiple I\/O and computational operations concurrently \u003c\/li\u003e\n\u003cli\u003eConvert multiprocessing code to run on local or remote clusters \u003c\/li\u003e\n\u003cli\u003eDeploy code faster using tools like Docker \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45036091015319,"sku":"9781492055020","price":4250.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781492055020.webp?v=1767633782","url":"https:\/\/atlanticbooks.com\/products\/high-performance-python-practical-performant-programming-for-humans-9781492055020","provider":"Atlantic Books","version":"1.0","type":"link"}