Mastering Large Datasets with Python : Parallelize and Distribute Your Python Code

John T Wolohan

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Language: English

Published by Manning Publications Jan 2020, 2020

1617296236 / 9781617296239

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Neuware - With an emphasis on clarity, style, and performance, author J.T. Wolohan expertly guides you through implementing a functionally-influenced approach to Python coding. You'll get familiar with Python's functional built-ins like the functools operator and itertools modules, as well as the tools library.Mastering Large Datasets teaches you to write easily readable, easily scalable Python code that can efficiently process large volumes of structured and unstructured data. By the end of this comprehensive guide, you'll have a solid grasp on the tools and methods that will take your code beyond the laptop and your data science career to the next level!Key features- An introduction to functional and parallel programming- Data science workflow- Profiling code for better performance- Fulfilling different quality objectives for a single unifying task- Python multiprocessing- Practical exercises including full-scale distributed applicationsAudienceReaders should have intermediate Python programming skills.About the technologyPython is a data scientist's dream-come-true, thanks to readily available libraries that support tasks like data analysis, machine learning, visualization, and numerical computing.…

Seller Inventory # 9781617296239

Title
Mastering Large Datasets with Python : Parallelize and Distribute Your Python Code
Author
John T Wolohan
Publisher
Manning Publications Jan 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1617296236
ISBN 13
9781617296239
Item weight
525 grams
Dimensions
233x190x20 mm

AHA-BUCH GmbH

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