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Fast Python: High performance techniques for large datasets

By Tiago Rodrigues Antao
Paperback
$59.99
By Tiago Rodrigues Antao
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Master Python techniques and libraries to reduce run times, efficiently handle huge datasets, and optimize execution for complex machine learning applications.

Fast Python is a toolbox of techniques for high performance Python including:

  • Writing efficient pure-Python code
  • Optimizing the NumPy and pandas libraries
  • Rewriting critical code in Cython
  • Designing persistent data structures
  • Tailoring code for different architectures
  • Implementing Python GPU computing

Fast Python is your guide to ...

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ComputersComputer ProgrammingDatabase ManagementSoftware EngineeringProgramming LanguagesGeneral Software EngineeringScripting LanguagesDatabases - General & MiscellaneousSoftware development and engineering->General and miscellaneousPython (Computer program language)