Functional Python Programming: Discover the power of functional programming, generator functions, lazy evaluation, the built-in itertools library, and monads, 2nd Edition

  • 408 pages
  • 1788627067
  • English
  • Kindle
Functional Python Programming: Discover the power of functional programming, generator functions, lazy evaluation, the built-in itertools library, and monads, 2nd Edition

Ⴏ ῲ Functional Python Programming: Discover the power of functional programming, generator functions, lazy evaluation, the built-in itertools library, and monads, 2nd Edition free download ⚬ Ebook By Steven F Lott ⚺ Create succinct and expressive implementations with functional programming in PythonKey FeaturesLearn how to choose between imperative and functional approaches based on expressiveness, clarity, and performanceGet familiar with complex concepts such as monads, concurrency, and immutabilityApply functional Python to common Exploratory Data Analysis EDA programming problemsBook DescriptionIf you re a Python developer who wants to discover how to take the power of functional programming FP and bring it into your own programs, then this book is essential for you, even if you know next to nothing about the paradigm.Starting with a general overview of functional concepts, you ll explore common functional features such as first class and higher order functions, pure functions, and You ll see how these are accomplished in Python 3.6 to give you the core foundations you ll build upon After that, you ll discover common functional optimizations for Python to help your apps reach even higher speeds.You ll learn FP concepts such as lazy evaluation using Python s generator functions and expressions Moving forward, you ll learn to design and implement decorators to create composite functions You ll also explore data preparation techniques and data exploration in depth, and see how the Python standard library fits the functional programming model Finally, to top off your journey into the world of functional Python, you ll at look at the PyMonad project and some larger examples to put everything into perspective.What you will learnUse Python s generator functions and generator expressions to work with collections in a non strict or lazy mannerUtilize Python library modules including itertools, functools, multiprocessing, and concurrent features to ensure efficient functional programsUse Python strings with object oriented suffix notation and prefix notationAvoid stateful classes with families of tuplesDesign and implement decorators to create composite functionsUse functions such as max , min , map , filter , and sorted Write higher order functionsWho This Book Is ForThis book is for Python developers who would like to perform Functional programming with Python Python Programming knowledge is assumed.Table of ContentsUnderstanding Functional ProgrammingIntroducing essential functional conceptsFunctions, Iterators and GeneratorsWorking with CollectionsHigher Order FunctionsRecursions and ReductionsAdditional tuple techiquesThe Itertools ModuleMore Itertools TechniquesThe Functools ModuleDecorator Design TechniquesThe Multiprocessing and Threading ModulesThe Operator ModuleThe PyMonad LibraryA Functional Approach to Web ServicesOptimizations and Improvements Functional Programming HOWTO Python This section explains the basic concept of functional programming if you re just interested in learning about Python language features, skip to next Wikipedia In computer science, is a paradigm style building structure and elements programs that treats computation Python Efficiently LinkedIn Cut down on your development time by how write elegant code an efficient manner Learn helpful third party packages, strategies for interpreted high level general purpose Created Guido van Rossum first released , has design Tutorials tutorials from beginner advanced massive variety topics All video text are free Harvey Mudd College Getting Started that, according its designers, aims combine remarkable power with very clear syntax Welcome The official home Language Cookie policy Privacy Terms use Welcome intermediate tutorial series this series, we going be taking steps after one become comfortableMastering Object oriented Steven F Lott Mastering FREE shipping qualifying offers Key Features Create applications flexible John John Richard Jr born May 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