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High Performance Python: Practical Performant Programming for Humans


Super Savings Item! Save 38% on the High Performance Python: Practical Performant Programming for Humans by O'Reilly Media at EMS Linux. MPN: black & white illustrations, black & whi. Hurry! Limited time offer. Offer valid only while supplies last. Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, this practical guide


Product Description

Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, this practical guide helps you gain a deeper understanding of Python’s implementation. You’ll learn how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs.

How can you take advantage of multi-core architectures or clusters? Or build a system that can scale up and down without losing reliability? Experienced Python programmers will learn concrete solutions to these and other issues, along with war stories from companies that use high performance Python for social media analytics, productionized machine learning, and other situations.

  • 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 a local or remote cluster
  • Solve large problems while using less RAM

Additional Information

Manufacturer:O'Reilly Media
Part Number:black & white illustrations, black & whi
Publisher:O'Reilly Media
Studio:O'Reilly Media
MPN:black & white illustrations, black & whi
UPC:884593279872
EAN:9781449361594
Item Weight:0 pounds
Item Size:0.77 x 9.17 x 9.17 inches
Package Weight:1.37 pounds
Package Size:6.93 x 0.87 x 0.87 inches

High Performance Python: Practical Performant Programming for Humans by O'Reilly Media

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High Performance Python: Practical Performant Programming for Humans

Brand: O'Reilly Media
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