LEARNING PATH Python Functional Programming with Python

LEARNING PATH Python Functional Programming with Python. Perceive functional programming with Python to efficiently solve real-world problems

Python is not a functional programming language, but it is a multi-paradigm language that makes functional programming easy to perform, and easy to mix with other programming styles. Python is a high level language used in many development areas, like web development, data analysis, desktop UI and system administration.

Functional programming is a style of programming that is characterized by short functions, lack of statements, and little reliance on variables. You will learn what functional programming is, and how you can apply functional programming in Python. If you’re interested to use Functional Programming as a powerful tool to solve many real-world problems by writing robust and bug-free code, then go for this Learning Path.

In this Learning Path, you’ll learn what functional programming is, and how it differs from other programming styles, such as procedural and object-oriented programming. Then you’ll go on to explore lambda expressions, which are short one-line functions, and are the purest form of functional programming that Python offers.

Next, you’ll learn about higher-order functions: functions that accept other functions as an argument, or return other functions as return values. You’ll also encounter important concepts from functional programming, such as monads, currying, statelessness, side-effects, memorization, and referential transparency; these concepts may initially seem odd to Python programmers, but you’ll see how they are elegantly supported by the language.

LEARNING PATH Python Functional Programming with Python Description


  • Basic programming knowledge of Python is needed.

Introduction to Machine Learning & Deep Learning in Python

What you’ll learn

  • Higher-order functions and Lambda expressions (nameless functions)
  • Error handling in Functional Programming
  • Understand common functional design patterns, and how these apply to Python
  • Understand what an iterator is in Python
  • Iterators and iterator functions built into Python
  • Create your own iterators
  • Understand what a generator coroutine is
  • Master list and dict comprehensions and generator expressions

Who this course is for:

  • This Learning Path is intended for developers who have a basic understanding of Python and want to expand their developer toolbox with important new techniques.

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