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Fast Python : high performance techniques for large datasets /

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Bibliographic Details
Main Author: Antao, Tiago (Author)
Corporate Author: EBSCOhost
Format: eBook
Language:English
Published: Shelter Island, NY : Manning Publications, [2023]
Subjects:
Python (Computer program language)
Electronic data processing.
Python (Langage de programmation)
Electronic data processing
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • An urgent need for efficiency in data processing
  • Extracting maximum performance from built-in features
  • Concurrency, parallelism, and asynchronous processing
  • High-performance NumPy
  • Re-implementing critical code with Cython
  • Memory hierarchy, storage, and networking
  • High-performance pandas and Apache arrow
  • Storing big data
  • Data analysis using GPU computing
  • Analyzing big data with Dask.