Advanced Python Programming - Second Edition: Accelerate Your Python Progra...

Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Advanced Python Programming - Second Edition: Accelerate Your Python Programs Using Proven Techniques And Design PatternsISBN13:9781801814010ISBN10:1801814015Author:Nguyen, Quan (Author)Description:Write Fast, Robust, And Highly Reusable Applications Using Python's Internal Optimization, State-Of-The-Art Performance-Benchmarking Tools, And Cutting-Edge Librarieskey Features: Benchmark, Profile, And Accelerate Python Programs Using Optimization Toolsscale Applications To Multiple Processors With Concurrent Programmingmake Applications Robust And Reusable Using Effective Design Patternsbook Description: Python's Powerful Capabilities For Implementing Robust And Efficient Programs Make It One Of The Most Sought-After Programming Languages In This Book, You'll Explore The Tools That Allow You To Improve Performance And Take Your Python Programs To The Next Level This Book Starts By Examining The Built-In As Well As External Libraries That Streamline Tasks In The Development Cycle, Such As Benchmarking, Profiling, And Optimizing You'll Then Get To Grips With Using Specialized Tools Such As Dedicated Libraries And Compilers To Increase Your Performance At Number-Crunching Tasks, Including Training Machine Learning Models The Book Covers Concurrency, A Major Solution To Making Programs More Efficient And Scalable, And Various Concurrent Programming Techniques Such As Multithreading, Multiprocessing, And Asynchronous Programming You'll Also Understand The Common Problems That Cause Undesirable Behavior In Concurrent Programs Finally, You'll Work With A Wide Range Of Design Patterns, Including Creational, Structural, And Behavioral Patterns That Enable You To Tackle Complex Design And Architecture Challenges, Making Your Programs More Robust And Maintainable By The End Of The Book, You'll Be Exposed To A Wide Range Of Advanced Functionalities In Python And Be Equipped With The Practical Knowledge Needed To Apply Them To Your Use Cases What You Will Learn: Write Efficient Numerical Code With Numpy, Pandas, And Xarrayuse Cython And Numba To Achieve Native Performancefind Bottlenecks In Your Python Code Using Profilersoptimize Your Machine Learning Models With Jaximplement Multithreaded, Multiprocessing, And Asynchronous Programssolve Common Problems In Concurrent Programming, Such As Deadlockstackle Architecture Challenges With Design Patternswho This Book Is For: This Book Is For Intermediate To Experienced Python Programmers Who Are Looking To Scale Up Their Applications In A Systematic And Robust Manner Programmers From A Range Of Backgrounds Will Find This Book Useful, Including Software Engineers, Scientific Programmers, And Software Architects Binding:Paperback, PaperbackPublisher:Packt PublishingPublication Date:2022-03-25Weight:2.26 lbsDimensions:1.22'' H x 9.25'' L x 7.5'' WNumber of Pages:606Language:English

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Location: USA

End Time: 2024-09-22T03:23:26.000Z

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