Lanaro, Dr. Gabriele
Advanced Python Programming: - Build high performance, - concurrent, and - multi - threaded apps with - Python using proven design - patterns
- ISBN 13:
- 9781838551216
- author:
- Lanaro, Dr. Gabriele
- format:
- Paperback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2019
- Pages:
- 672
- Dimensions:
- 23.5 x 19.1 x 3.4 centimetres (1
- Genre:
- Computers, Programming, Python,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Mastering high-performance computing with Python is made possible by leveraging native and third-party libraries to build robust and responsive applications.
This comprehensive guide covers profilers, reactive programming, concurrency, parallelism, and tools for making your apps quick and efficient. You'll learn how to write code for parallel architectures using TensorFlow and Theano, and use technologies like Dask and PySpark to tackle large-scale computations on a cluster of computers.
By the end of this book, you'll gain practical experience with Python design patterns, including cloning objects, securing interfaces, and dynamically choosing algorithms. With these skills, you'll be able to build engaging models that offer efficient solutions to complex problems.
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