Fast Python for Data Science by Tiago Antao at Bookstore UAE
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Fast Python for Data Science

Fast Python for Data Science


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About the Book

Master these effective techniques to reduce costs and run times, handle huge datasets, and implement complex machine learning applications efficiently in Python.

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.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
About the Author: 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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Product Details
  • ISBN-13: 9781617297939
  • Publisher: Manning Publications
  • Publisher Imprint: Manning Publications
  • Height: 235 mm
  • No of Pages: 375
  • Spine Width: 24 mm
  • Weight: 624 gr
  • ISBN-10: 1617297933
  • Publisher Date: 25 Jan 2022
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Sub Title: High Performance Techniques for Large Datasets
  • Width: 187 mm


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