High Performance Python: Practical Performant Programming for Humans Contributor(s): Gorelick, Micha (Author), Ozsvald, Ian (Author) |
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ISBN: 1492055026 ISBN-13: 9781492055020 Publisher: O'Reilly Media OUR PRICE: $59.39 Product Type: Paperback - Other Formats Published: June 2020 |
Additional Information |
BISAC Categories: - Computers | Programming Languages - Python - Computers | Programming - Algorithms - Computers | Programming - Open Source |
Physical Information: 1.4" H x 6.9" W x 9.1" (2.21 lbs) 468 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Your Python code may run correctly, but you need it to run faster. Updated for Python 3, this expanded edition shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By exploring the fundamental theory behind design choices, High Performance Python helps you gain a deeper understanding of Python's implementation. How do you take advantage of multicore architectures or clusters? Or build a system that scales up and down without losing reliability? Experienced Python programmers will learn concrete solutions to many issues, along with war stories from companies that use high-performance Python for social media analytics, productionized machine learning, and more.
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Contributor Bio(s): Gorelick, Micha: - Micha Gorelick cofounded Fast Forward Labs as resident mad scientist. The company was acquired by Cloudera in 2017. He works on many issues from machine learning to performant stream algorithms. Ozsvald, Ian: -Ian Ozsvald is a data scientist and teacher at ModelInsight.io. He's taught high performance Python at the PyCon and PyData conferences and has been consulting on data science and high performance computing for years in the UK. |