Advanced Python programming : build high performance, concurrent, and multi-threaded apps with Python using proven design patterns

"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 r...

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Bibliographic Details
Main Authors: Lanaro, Gabriele, (Author), Nguyen, Quan, (Author), Kasampalis, Sakis, (Author)
Format: eBook
Language: English
Published: Birmingham, UK : Packt Publishing, 2019.
Series: Learning path.
Subjects:
Python (Computer program language)
Application software > Development.
elektronické knihy
electronic books
ISBN: 183855369X
9781838553692
9781838551216
Physical Description: 1 online resource (1 volume) : illustrations

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Table of contents

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001 kn-on1098198105
003 OCoLC
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006 m o d
007 cr cn|||||||||
008 190423s2019 enka ob 000 0 eng d
040 |a UMI  |b eng  |e rda  |e pn  |c UMI  |d OCLCF  |d N$T  |d YDX  |d OCLCQ  |d OCLCO  |d OCLCQ  |d QGK  |d OCLCO  |d OCLCL  |d SFB 
020 |a 183855369X 
020 |a 9781838553692  |q (electronic bk.) 
020 |z 9781838551216 
035 |a (OCoLC)1098198105  |z (OCoLC)1089264072 
100 1 |a Lanaro, Gabriele,  |e author. 
245 1 0 |a Advanced Python programming :  |b build high performance, concurrent, and multi-threaded apps with Python using proven design patterns /  |c Dr. Gabriele Lanaro, Quan Nguyen, Sakis Kasampalis. 
264 1 |a Birmingham, UK :  |b Packt Publishing,  |c 2019. 
300 |a 1 online resource (1 volume) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Learning path 
504 |a Includes bibliographical references. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a "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." -- Publisher's description. 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Python (Computer program language) 
650 0 |a Application software  |x Development. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Nguyen, Quan,  |e author. 
700 1 |a Kasampalis, Sakis,  |e author. 
830 0 |a Learning path. 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpAPP00001/advanced-python-programming?kpromoter=marc  |y Full text 

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