Description: Further DetailsTitle: Advanced Python ProgrammingCondition: NewSubtitle: Build high performance, concurrent, and multi-threaded apps with Python using proven design patternsISBN-10: 1838551212EAN: 9781838551216ISBN: 9781838551216Publisher: Packt Publishing LimitedFormat: PaperbackRelease Date: 02/28/2019Description: Create distributed applications with clever design patterns to solve complex problemsKey FeaturesSet up and run distributed algorithms on a cluster using Dask and PySparkMaster skills to accurately implement concurrency in your codeGain practical experience of Python design patterns with real-world examplesBook 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 LanaroMastering Concurrency in Python by Quan NguyenMastering Python Design Patterns by Sakis KasampalisWhat you will learnUse NumPy and pandas to import and manipulate datasetsAchieve native performance with Cython and NumbaWrite asynchronous code using asyncio and RxPyDesign highly scalable programs with application scaffoldingExplore abstract methods to maintain data consistencyClone objects using the prototype patternUse the adapter pattern to make incompatible interfaces compatibleEmploy the strategy pattern to dynamically choose an algorithmWho 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.Language: EnglishCountry/Region of Manufacture: GBItem Height: 93mmItem Length: 75mmAuthor: Dr. Gabriele Lanaro, Quan Nguyen, Sakis KasampalisGenre: Computing & InternetRelease Year: 2019 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Advanced Python Programming
Title: Advanced Python Programming
Subtitle: Build high performance, concurrent, and multi-threaded apps with
ISBN-10: 1838551212
EAN: 9781838551216
ISBN: 9781838551216
Release Date: 02/28/2019
Release Year: 2019
Country/Region of Manufacture: GB
Item Height: 93mm
Genre: Computing & Internet
Number of Pages: 672 Pages
Publication Name: Advanced Python Programming : Build High Performance, Concurrent, and Multi-Threaded Apps with Python Using Proven Design Patterns
Language: English
Publisher: Packt Publishing, The Limited
Subject: Programming Languages / General, Software Development & Engineering / General, Programming / Parallel, Programming Languages / Python
Publication Year: 2019
Type: Textbook
Subject Area: Computers
Item Length: 3.6 in
Author: Gabriele Lanaro, Quan Nguyen, Sakis Kasampalis
Item Width: 3 in
Format: Trade Paperback
