{"product_id":"python-performance-optimization-tuning-and-profiling-for-maximum-speed-9798288066061","title":"Python Performance Optimization: Tuning and Profiling for Maximum Speed","description":"\u003cp\u003e • Author(s): Amara Hawthorn\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Languages - Python\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePython Performance Optimization: Tuning and Profiling for Maximum Speed\u003c\/b\u003e is your ultimate guide to unlocking the full potential of your Python code. Whether you're building data-intensive applications, scaling backend systems, or just want your scripts to run lightning fast, this book shows you how to squeeze out every drop of performance from Python.\u003c\/p\u003e\u003cp\u003ePacked with real-world examples, hands-on profiling techniques, and cutting-edge optimization strategies, this book teaches you how to identify bottlenecks, leverage concurrency, tune memory usage, and write code that flies. Dive into advanced topics like JIT compilation, C extensions, multi-threading, asynchronous programming, and more-all with practical, actionable advice.\u003c\/p\u003e\u003cp\u003eLearn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eProfile CPU, memory, and I\/O with powerful tools like cProfile, memory_profiler, and Py-Spy\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eOptimize loops, functions, and data structures for peak efficiency\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEliminate slowdowns using async\/await, multiprocessing, and threading\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eLeverage Cython, Numba, and other accelerators to supercharge your code\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTame the Global Interpreter Lock (GIL) for better concurrency\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eFine-tune performance for web apps, APIs, machine learning models, and data pipelines\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're a developer, data scientist, or engineer, this book gives you the performance edge needed to write faster, smarter, and more efficient Python code.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMaster the art of Python optimization-and make speed your competitive advantage.\u003c\/b\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46334800822423,"sku":"9798288066061","price":1581.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798288066061.webp?v=1768673205","url":"https:\/\/atlanticbooks.com\/products\/python-performance-optimization-tuning-and-profiling-for-maximum-speed-9798288066061","provider":"Atlantic Books","version":"1.0","type":"link"}