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High Performance Python: Practical Performant Programming for Humans, Second Edition

MRP: Rs.1,675.00
Price in points: 1675 points
9789352139941
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Minimum quantity for "High Performance Python: Practical Performant Programming for Humans, Second Edition" is 1.

All Indian Reprints of O'Reilly are printed in Grayscale

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

Books

Author 1:
Micha Gorelick
Author 6:
Ian Ozsvald
Binding:
Paperback
Condition Type:
New
Country Origin:
India
Edition:
Second
Gift Wrap:
N
Leadtime to ship in days (default):
ships in 12-15 days
Leadtime to ship in days(if not in stock):
ships in 12-15 days
Pages:
468
Publication Date:
27/07/2020
Publisher:
Shroff/O'Reilly
Year:
2020

Dimensions

Dimensions (W x H x D):
7 x 9 x .9 inch

Table of Contents (9789352139941_toc.pdf, 184 Kb) [Download]