Description
Book Synopsis: Your 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. 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. Get a better grasp of NumPy, Cython, and profilers. Learn how Python abstracts the underlying computer architecture. Use profiling to find bottlenecks in CPU time and memory usage. Write efficient programs by choosing appropriate data structures. Speed up matrix and vector computations. Use tools to compile Python down to machine code. Manage multiple I/O and computational operations concurrently. Convert multiprocessing code to run on local or remote clusters. Deploy code faster using tools like Docker.
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Are you tired of your Python code running sluggish? Do you want to unlock the full potential of your programming skills? Look no further than the High Performance Python book. This updated edition is packed with valuable insights and techniques to optimize your code and make it lightning-fast. With a focus on Python 3, this book will show you how to identify performance bottlenecks and dramatically speed up your high-data-volume programs.
With High Performance Python, you will not only improve the speed of your code, but also gain a deeper understanding of Python's implementation. Learn how to harness the power of multicore architectures, build scalable systems without sacrificing reliability, and leverage powerful tools like NumPy, Cython, and profilers. This book is your ticket to becoming a programming superstar!
Don't just take our word for it. Join the ranks of successful companies using high-performance Python for social media analytics, productionized machine learning, and more. Benefit from their hard-earned wisdom and gain practical solutions to real-world challenges.
Ready to turbocharge your Python programming skills? High Performance Python has got you covered. Discover how to write efficient programs by choosing the right data structures, speed up matrix and vector computations, and manage multiple I/O and computational operations concurrently. The book also delves into the world of compiled Python, showing you how to convert your code to machine code for even greater performance gains.
Whether you're a seasoned Python programmer or just starting your journey, this book will equip you with the knowledge and tools to level up your coding game. Stay ahead of the curve and deploy your code faster using cutting-edge technologies like Docker.
Take the first step towards programming excellence. Embrace the power of High Performance Python and unlock the full potential of your projects. Don't wait any longer, get your copy now!
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