Fast Python for Data Science
Language: English
Published by Manning Publications, 2023
- Softcover
- New
Condition: New
£ 40.10
Quantity: 1 available
Add to basketItem description from seller
Über den AutorrnrnTiago Antao works in the field of genetics, analyzing very large datasets and implementing complex algorithms to process the data. He leverages Python with all its libraries to do scientific computing and data engineering .
Seller Inventory # 507778792
- Title
- Fast Python for Data Science
- Author
- Antao, Tiago
- Publisher
- Manning Publications
- Publication year
- 2023
- Condition
- New
- Binding
- Kartoniert / Broschiert
- Language
- English
- ISBN 10
- 1617297933
- ISBN 13
- 9781617297939
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.
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About the Author
"About the title" may belong to another edition of this title.
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