{"product_id":"9781838551216-advd-python-programming","title":"Advanced Python Programming","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eBuild high performance, concurrent, and multi-threaded apps with Python using proven design patterns. With this Learning Path, you will gain complete knowledge to solve problems by building high performing applications loaded with asynchronous, multithreaded code and proven design patterns. \u003cp\u003e\u003cb\u003eCreate distributed applications with clever design patterns to solve complex problems\u003c\/b\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eSet up and run distributed algorithms on a cluster using Dask and PySpark\u003c\/li\u003e\n\u003cli\u003eMaster skills to accurately implement concurrency in your code\u003c\/li\u003e\n\u003cli\u003eGain practical experience of Python design patterns with real-world examples\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp\u003eBy 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.\u003c\/p\u003e\n\u003cp\u003eThis Learning Path includes content from the following Packt products:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePython High Performance - Second Edition by Gabriele Lanaro\u003c\/li\u003e\n\u003cli\u003eMastering Concurrency in Python by Quan Nguyen\u003c\/li\u003e\n\u003cli\u003eMastering Python Design Patterns by Sakis Kasampalis\u003c\/li\u003e\n\u003c\/ul\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eUse NumPy and pandas to import and manipulate datasets\u003c\/li\u003e\n\u003cli\u003eAchieve native performance with Cython and Numba\u003c\/li\u003e\n\u003cli\u003eWrite asynchronous code using asyncio and RxPy\u003c\/li\u003e\n\u003cli\u003eDesign highly scalable programs with application scaffolding\u003c\/li\u003e\n\u003cli\u003eExplore abstract methods to maintain data consistency\u003c\/li\u003e\n\u003cli\u003eClone objects using the prototype pattern\u003c\/li\u003e\n\u003cli\u003eUse the adapter pattern to make incompatible interfaces compatible\u003c\/li\u003e\n\u003cli\u003eEmploy the strategy pattern to dynamically choose an algorithm\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":41078886891617,"sku":"9781838551216","price":41.17,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/54b5c935c6de2f174e1653754ab2e6dc.png?v=1700187610","url":"https:\/\/www.rarewaves.com\/products\/9781838551216-advd-python-programming","provider":"Rarewaves.com","version":"1.0","type":"link"}