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portada Fast Python for Data Science
Type
Physical Book
Author
Publisher
Language
English
Pages
375
Format
Paperback
Dimensions
23.5 x 18.7 x 2.4 cm
ISBN13
9781617297939
Categories

Fast Python for Data Science

Tiago Rodrigues Antao (Author) · Manning Publications · Paperback

Fast Python for Data Science - Antao, Tiago Rodrigues

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Synopsis "Fast Python for Data Science "

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

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