Advanced Python Programming: Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns
Language: English
Published by Packt Publishing Limited, 2019
- Softcover
- Used
Seller: World of Books Inc, Montgomery, IL, U.S.A.World of Books Inc
AbeBooks seller since March 23, 2026
Condition: Used - Good
£ 25.99
Quantity: 1 available
Add to basketItem description from seller
With this Learning Path, you will gain complete knowledge to solve problems by building high performing applications loaded with asynchronous, multithreaded code and proven design patterns.
Seller Inventory # CIN1838551212G
- Title
- Advanced Python Programming: Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns
- Author
- Gabriele Lanaro
- Publisher
- Packt Publishing Limited
- Publication year
- 2019
- Condition
- Good
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1838551212
- ISBN 13
- 9781838551216
Create distributed applications with clever design patterns to solve complex problems
Key Features:
- Set up and run distributed algorithms on a cluster using Dask and PySpark
- Master skills to accurately implement concurrency in your code
- Gain practical experience of Python design patterns with real-world examples
Book Description:
This Learning Path shows you how to leverage the power of both native and third-party Python libraries for building robust and responsive applications. You will learn about profilers and reactive programming, concurrency and parallelism, as well as tools for making your apps quick and efficient. You will discover how to write code for parallel architectures using TensorFlow and Theano, and use a cluster of computers for large-scale computations using technologies such as Dask and PySpark. With the knowledge of how Python design patterns work, you will be able to clone objects, secure interfaces, dynamically choose algorithms, and accomplish much more in high performance computing.
By the end of this Learning Path, you will have the skills and confidence to build engaging models that quickly offer efficient solutions to your problems.
This Learning Path includes content from the following Packt products:
- Python High Performance - Second Edition by Gabriele Lanaro
- Mastering Concurrency in Python by Quan Nguyen
- Mastering Python Design Patterns by Sakis Kasampalis
What You Will Learn:
- Use NumPy and pandas to import and manipulate datasets
- Achieve native performance with Cython and Numba
- Write asynchronous code using asyncio and RxPy
- Design highly scalable programs with application scaffolding
- Explore abstract methods to maintain data consistency
- Clone objects using the prototype pattern
- Use the adapter pattern to make incompatible interfaces compatible
- Employ the strategy pattern to dynamically choose an algorithm
Who this book is for:
This Learning Path is specially designed for Python developers who want to build high-performance applications and learn about single core and multi-core programming, distributed concurrency, and Python design patterns. Some experience with Python programming language will help you get the most out of this Learning Path.
"Synopsis" may belong to another edition of this title.
About the Author
Quan Nguyen, the author of the first edition of this book, is a Python programmer with a strong passion for machine learning. He holds a dual degree in mathematics and computer science, with a minor in philosophy, earned from DePauw University. Quan is deeply involved in the Python community and has authored multiple Python books, contributing to the Python Software Foundation and regularly sharing insights on DataScience portal. He is currently pursuing a Ph.D. in computer science at Washington University in St. Louis.
Sakis Kasampalis is a software architect living in the Netherlands. He is not dogmatic about particular programming languages and tools; his principle is that the right tool should be used for the right job. One of his favorite tools is Python because he finds it very productive. Sakis was also the technical reviewer of Mastering Object-oriented Python and Learning Python Design Patterns, published by Packt Publishing.
"About the title" may belong to another edition of this title.
World of Books Inc
Montgomery, IL, U.S.A.
AbeBooks seller since March 23, 2026
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