{"product_id":"advanced-python-programming-second-edition-accelerate-your-python-programs-using-proven-techniques-and-design-patterns-paperback","title":"Advanced Python Programming - Second Edition: Accelerate your Python programs using proven techniques and design patterns - Paperback","description":"\u003cp\u003eby \u003cb\u003eQuan Nguyen\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWrite fast, robust, and highly reusable applications using Python's internal optimization, state-of-the-art performance-benchmarking tools, and cutting-edge libraries\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBenchmark, profile, and accelerate Python programs using optimization tools\u003c\/li\u003e\n\u003cli\u003eScale applications to multiple processors with concurrent programming\u003c\/li\u003e\n\u003cli\u003eMake applications robust and reusable using effective design patterns\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003ePython's powerful capabilities for implementing robust and efficient programs make it one of the most sought-after programming languages.\u003c\/p\u003e\u003cp\u003eIn this book, you'll explore the tools that allow you to improve performance and take your Python programs to the next level.\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003eThe 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.\u003c\/p\u003e\u003cp\u003eYou'll also understand the common problems that cause undesirable behavior in concurrent programs.\u003c\/p\u003e\u003cp\u003eFinally, 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.\u003c\/p\u003e\u003cp\u003eBy 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eWrite efficient numerical code with NumPy, pandas, and Xarray\u003c\/li\u003e\n\u003cli\u003eUse Cython and Numba to achieve native performance\u003c\/li\u003e\n\u003cli\u003eFind bottlenecks in your Python code using profilers\u003c\/li\u003e\n\u003cli\u003eOptimize your machine learning models with JAX\u003c\/li\u003e\n\u003cli\u003eImplement multithreaded, multiprocessing, and asynchronous programs\u003c\/li\u003e\n\u003cli\u003eSolve common problems in concurrent programming, such as deadlocks\u003c\/li\u003e\n\u003cli\u003eTackle architecture challenges with design patterns\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 606\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.22 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e March 25, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42097181294727,"sku":"9781801814010","price":70.54,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0601\/2623\/2711\/files\/26ee542261fff59a845b0739f5c81f72.webp?v=1732349327","url":"https:\/\/booksby.splitshops.com\/products\/advanced-python-programming-second-edition-accelerate-your-python-programs-using-proven-techniques-and-design-patterns-paperback","provider":"Books by splitShops","version":"1.0","type":"link"}