Fast Python: High Performance Techniques for Large Datasets

Master these effective techniques to reduce costs and run times, handle huge datasets, and implement complex machine...
$161.57 SGD
$161.57 SGD
SKU: 9781617297939
Product Type: Books
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Author: Tiago Rodrigues Antao
Format: Paperback
Language: English
Subtotal: $161.57
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Fast Python: High Performance Techniques for Large Datasets by Antao, Tiago Rodrigues

Fast Python: High Performance Techniques for Large Datasets

$161.57

Fast Python: High Performance Techniques for Large Datasets

$161.57
Author: Tiago Rodrigues Antao
Format: Paperback
Language: English
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.

Author: Tiago Rodrigues Antao
Publisher: Manning Publications
Published: 04/18/2023
Pages: 320
Binding Type: Paperback
Size: 9.25h x 7.38w x 0.94d
ISBN: 9781617297939

About the Author
Antao, Tiago Rodrigues: - Tiago 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 tasks. He is one of the co-authors of Biopython, a major bioinformatics package written in Python. He holds a BE in informatics and a PhD in bioinformatics.

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