Python High Performance – Second Edition

Python High Performance - Second Edition

Learn how to use Python to create efficient applications

About This Book

• Identify the bottlenecks in your applications and solve them using the best profiling techniques
• Write efficient numerical code in NumPy, Cython, and Pandas
• Adapt your programs to run on multiple processors and machines with parallel programming

Who This Book Is For

The book is aimed at Python developers who want to improve the performance of their application. Basic knowledge of Python is expected

What You Will Learn

• Write efficient numerical code with the NumPy and Pandas libraries
• Use Cython and Numba to achieve native performance
• Find bottlenecks in your Python code using profilers
• Write asynchronous code using Asyncio and RxPy
• Use Tensorflow and Theano for automatic parallelism in Python
• Set up and run distributed algorithms on a cluster using Dask and PySpark

In Detail

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.

Style and approach

A step-by-step practical guide filled with real-world use cases and examples

Download Now Read Online

High Performance Python


High Performance Python Download Now Read Online

Author by : Micha Gorelick
Languange Used : en
Release Date : 2020-04-30
Publisher by : O'Reilly Media






Python High Performance


Python High Performance Download Now Read Online

Author by : Gabriele Lanaro
Languange Used : en
Release Date : 2017-05-24
Publisher by : Packt Publishing Ltd






Python High Performance Programming


Python High Performance Programming Download Now Read Online

Author by : Gabriele Lanaro
Languange Used : en
Release Date : 2013-12-23
Publisher by : Packt Publishing Ltd






High Performance Python 2nd Edition


High Performance Python 2nd Edition Download Now Read Online

Author by : Micha Gorelick
Languange Used : en
Release Date : 2020
Publisher by :






Mastering Python High Performance


Mastering Python High Performance Download Now Read Online

Author by : Fernando Doglio
Languange Used : en
Release Date : 2015-09-09
Publisher by : Packt Publishing Ltd






Advanced Python Programming


Advanced Python Programming Download Now Read Online

Author by : Dr. Gabriele Lanaro
Languange Used : en
Release Date : 2019-02-28
Publisher by : Packt Publishing Ltd






Python High Performance Second Edition


Python High Performance Second Edition Download Now Read Online

Author by : Gabriele Lanaro
Languange Used : en
Release Date : 2017-05-24
Publisher by :






Hands On Gpu Programming With Python And Cuda


Hands On Gpu Programming With Python And Cuda Download Now Read Online

Author by : Dr. Brian Tuomanen
Languange Used : en
Release Date : 2018-11-27
Publisher by : Packt Publishing Ltd






Hands On Gpu Computing With Python


Hands On Gpu Computing With Python Download Now Read Online

Author by : Avimanyu Bandyopadhyay
Languange Used : en
Release Date : 2019-05-14
Publisher by : Packt Publishing Ltd






Learning Pandas


Learning Pandas Download Now Read Online

Author by : Michael Heydt
Languange Used : en
Release Date : 2017-06-30
Publisher by : Packt Publishing Ltd






Leave a Reply

Your email address will not be published. Required fields are marked *