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Viser: Fast Python for Data Science

Fast Python for Data Science

Tiago Antao

(2023)

Sprog: Engelsk

Manning Publications Co. LLC

479,00 kr.

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Detaljer om varen

1. Udgave
Paperback: 375 sider
Udgiver: Manning Publications Co. LLC (Juni 2023)
ISBN: 9781617297939

Beskrivelse

Master these effective techniques to reduce costs and run times, handle huge datasets, and implement complex machine learning applications efficiently in Python.

Fast Python for Data Science is a hands-on guide to writing Python code that can process more data, faster, and with less resources. It takes a holistic approach to Python performance, showing you how your code, libraries, and computing architecture interact and can be optimized together.

Written for experienced practitioners, Fast Python for Data Science dives right into practical solutions for improving computation and storage efficiency. You'll experiment with fun and interesting examples such as rewriting games in lower-level Cython and implementing a MapReduce framework from scratch. Finally, you'll go deep into Python GPU computing and learn how modern hardware has rehabilitated some former antipatterns and made counterintuitive ideas the most efficient way of working.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.