{ "item_title" : "Python Performance Optimization", "item_author" : [" Amara Hawthorn "], "item_description" : "Python Performance Optimization: Tuning and Profiling for Maximum Speed 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.Packed 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.Learn how to: Profile CPU, memory, and I/O with powerful tools like cProfile, memory_profiler, and Py-SpyOptimize loops, functions, and data structures for peak efficiencyEliminate slowdowns using async/await, multiprocessing, and threadingLeverage Cython, Numba, and other accelerators to supercharge your codeTame the Global Interpreter Lock (GIL) for better concurrencyFine-tune performance for web apps, APIs, machine learning models, and data pipelinesWhether 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.Master the art of Python optimization-and make speed your competitive advantage.", "item_img_path" : "https://covers2.booksamillion.com/covers/bam/9/79/828/806/9798288066061_b.jpg", "price_data" : { "retail_price" : "18.99", "online_price" : "18.99", "our_price" : "18.99", "club_price" : "18.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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