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High Performance Python: Practical Performant Programming for Humans

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Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, this practical guide helps you gain a deeper understanding of Python’s implementation. You’ll learn how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs.

How can you take advantage of multi-core architectures or clusters? Or build a system that can scale up and down without losing reliability? Experienced Python programmers will learn concrete solutions to these and other issues, along with war stories from companies that use high performance Python for social media analytics, productionized machine learning, and other situations.

  • Get a better grasp of numpy, Cython, and profilers
  • Learn how Python abstracts the underlying computer architecture
  • Use profiling to find bottlenecks in CPU time and memory usage
  • Write efficient programs by choosing appropriate data structures
  • Speed up matrix and vector computations
  • Use tools to compile Python down to machine code
  • Manage multiple I/O and computational operations concurrently
  • Convert multiprocessing code to run on a local or remote cluster
  • Solve large problems while using less RAM
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Enterprise Information Management in Practice: Managing Data and Leveraging Profits in Today's Complex Business Environment
Enterprise Information Management in Practice: Managing Data and Leveraging Profits in Today's Complex Business Environment

Learn how to form and execute an enterprise information strategy: topics include data governance strategy, data architecture strategy, information security strategy, big data strategy, and cloud strategy. Manage information like a pro, to achieve much better financial results for the enterprise, more efficient processes, and multiple...

CCENT Exam Cram (exam 640-822)
CCENT Exam Cram (exam 640-822)
This book includes a CD-ROM that features:
  • Complete coverage of CCENT exam objectives
  • Realistic exam questions for effective practice
  • Detailed explanations of correct and incorrect answers
  • Multiple exam modes
  • Flash Card format
  • An electronic copy of the book
  • ...
Trading For Dummies (Business & Personal Finance)
Trading For Dummies (Business & Personal Finance)

Now updated — your guide to trading success regardless of the market!

Want to make smarter trading decisions? This strategy-packed, no-nonsense guide presents a proven system for analyzing stocks, trends, and indicators and setting a buy-and-sell range beforehand to decrease your risk in both up and down markets. You'll discover...


MCSA/MCSE 70-294 Exam Cram: Planning, Implementing, and Maintaining a Microsoft Windows Server 2003 Active Directory Infrastructure
MCSA/MCSE 70-294 Exam Cram: Planning, Implementing, and Maintaining a Microsoft Windows Server 2003 Active Directory Infrastructure
MCSA/MCSE 70-294 Exam Cram, Second Edition is the #1-selling quick-study guide to help you pass the 70-294 exam from Microsoft, which is one of the four core exams in the MCSE 2003 and MCSA 2003 certification programs. This new edition covers all exam objectives, including how to implement and manage an active...
Security 2020: Reduce Security Risks This Decade
Security 2020: Reduce Security Risks This Decade

Identify real security risks and skip the hype

After years of focusing on IT security, we find that hackers are as active and effective as ever. This book gives application developers, networking and security professionals, those that create standards, and CIOs a straightforward look at the reality of today’s IT...

Mastering MySQL 4
Mastering MySQL 4

MySQL has proven it can compete with the big names in database management, such as SQL Server and Oracle, and with MySQL 4 this is truer than ever. Mastering MySQL 4 is your one-stop resource for all the information you need to create, maintain, use, and extend a MySQL database. It’s also essential reading for anyone developing...

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