Fast Python for Data Science

Tiago Antao

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Language: English

Published by Manning Publications, US, 2023

1617297933 / 9781617297939

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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. About the technologyFast, accurate systems are vital for handling the huge datasets and complex analytical algorithms that are common in modern data science. Python programmers need to boost performance by writing faster pure-Python programs, optimizing the use of libraries, and utilizing modern multi-processor hardware; Fast Python for Data Science shows you how.…

Seller Inventory # LU-9781617297939

Title
Fast Python for Data Science
Author
Tiago Antao
Publisher
Manning Publications, US
Publication year
2023
Condition
New
Binding
Paperback
Language
English
ISBN 10
1617297933
ISBN 13
9781617297939
Item weight
580 grams
Dimensions
7.38 x 0.7 x 9.25 inches

Rarewaves.com USA

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