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Python High Performance - Second Edition

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Python is a versatile language that has found applications in many industries. The clean syntax, rich standard library, and vast selection of third-party libraries make Python a wildly popular language.Python High Performance is a practical guide that shows how to leverage the power of both native and third-party Python libraries to build robust applications.The book explains how to use various profilers to find performance bottlenecks and apply the correct algorithm to fix them. The reader will learn how to effectively use NumPy and Cython to speed up numerical code. The book explains concepts of concurrent programming and how to implement robust and responsive applications using Reactive programming. Readers will learn 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.By the end of the book, readers will have learned to achieve performance and scale from their Python applications.
Request Code : ZLIBIO2834087
Categories:
Year:
2017
Edition:
2nd ed
Publisher:
Packt Publishing
Language:
English
Pages:
264
ISBN 10:
1787282430
ISBN 13:
9781787282438
ISBN:
9781787282896,1787282899,9781787282438,1787282430

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