pYour 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.ppHow 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.pulliGet a better grasp of NumPy, Cython, and profilersliliLearn how Python abstracts the underlying computer architectureliliUse profiling to find bottlenecks in CPU time and memory usageliliWrite efficient programs by choosing appropriate data structuresliliSpeed up ma