{"product_id":"functional-python-programming-create-succint-and-expressive-implementations-with-functional-programming-in-python-9781784396992","title":"Functional Python Programming: Create succint and expressive implementations with functional programming in Python","description":"\u003cp\u003e • Author(s): Steven F. Lott\u003cbr\u003e • Publisher: Packt Publishing\u003cbr\u003e • Publisher Imprint: Packt Publishing\u003cbr\u003e • BISAC: Languages - Python\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCreate succinct and expressive implementations with functional programming in Python\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\u003eImplement common functional programming design patterns and techniques in Python\u003c\/li\u003e\n\u003cli\u003eLearn how to choose between imperative and functional approaches based on expressiveness, clarity, and performance\u003c\/li\u003e\n\u003cli\u003eApply functional Python to common Exploratory Data Analysis (EDA) programming problems\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 is an easy-to-learn and extensible programming language that offers a number of functional programming features. It's ideally suited to a number of applications in the broad space of data science.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis practical guide demonstrates the Python implementation of a number of functional programming techniques and design patterns. Starting with a general overview of functional programming concepts, you will explore common functional features such as first-class and higher-order functions, pure functions and more, and how these are accomplished in Python. Additionally, you will cover how common functional optimizations can be handled in Python. You'll also explore data preparation techniques and data exploration in depth. Moving on, you will learn how the Python standard library fits the functional programming model. The book concludes with a look at the PyMonad project and some larger examples.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you will be able to understand what functional programming is all about, its impact on the programming workflow, why it's important, and how to implement it in Python.\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\u003eUse Python's generator functions and generator expressions to work with collections in a non-strict (or lazy) manner\u003c\/li\u003e\n\u003cli\u003eUtilize Python library modules including itertools, functools, multiprocessing, and concurrent.futures for efficient functional programs\u003c\/li\u003e\n\u003cli\u003eUse Python strings using object-oriented suffix notation and prefix notation\u003c\/li\u003e\n\u003cli\u003eAvoid stateful classes with families of tuples\u003c\/li\u003e\n\u003cli\u003eDesign and implement decorators to create composite functions\u003c\/li\u003e\n\u003cli\u003eUse functions like max(), min(), map(), filter(), and sorted()\u003c\/li\u003e\n\u003cli\u003eWrite higher-order functions\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","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46487016997015,"sku":"9781784396992","price":5381.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781784396992.jpg?v=1766332751","url":"https:\/\/atlanticbooks.com\/products\/functional-python-programming-create-succint-and-expressive-implementations-with-functional-programming-in-python-9781784396992","provider":"Atlantic Books","version":"1.0","type":"link"}