Synopsis
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-Spy
Optimize loops, functions, and data structures for peak efficiency
Eliminate slowdowns using async/await, multiprocessing, and threading
Leverage Cython, Numba, and other accelerators to supercharge your code
Tame the Global Interpreter Lock (GIL) for better concurrency
Fine-tune performance for web apps, APIs, machine learning models, and data pipelines
Whether 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.
"synopsis" may belong to another edition of this title.
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Python Performance Optimization: Tuning and Profiling for Maximum Speed
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Python Performance Optimization (Paperback)
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Paperback. Condition: new. Paperback. 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. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9798288066061
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Python Performance Optimization
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Python Performance Optimization (Paperback)
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Paperback. Condition: new. Paperback. 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. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9798288066061
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