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Fast Python for Data Science

Af: Tiago Antao Engelsk Paperback

Fast Python for Data Science

Af: Tiago Antao Engelsk Paperback
Tjek vores konkurrenters priser

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 technology
Fast, 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.

 

Tjek vores konkurrenters priser
Normalpris
kr 488
Fragt: 39 kr
6 - 8 hverdage
20 kr
Pakkegebyr
God 4 anmeldelser på
Tjek vores konkurrenters priser

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 technology
Fast, 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.

 

Produktdetaljer
Sprog: Engelsk
Sider: 375
ISBN-13: 9781617297939
Indbinding: Paperback
Udgave:
ISBN-10: 1617297933
Udg. Dato: 30 jun 2023
Længde: 22mm
Bredde: 237mm
Højde: 188mm
Forlag: Manning Publications
Oplagsdato: 30 jun 2023
Forfatter(e): Tiago Antao
Forfatter(e) Tiago Antao


Kategori Programmerings- & scriptsprog


ISBN-13 9781617297939


Sprog Engelsk


Indbinding Paperback


Sider 375


Udgave


Længde 22mm


Bredde 237mm


Højde 188mm


Udg. Dato 30 jun 2023


Oplagsdato 30 jun 2023


Forlag Manning Publications