Functional Programming With Python
Functional Programming With Python Course
A beginner-friendly introduction to functional constructs in python
Welcome to the best and most comprehensive introduction to functional programming in Python! In this beginner-friendly course, you will get to learn and practice Python’s functional capabilities step-by-step, from the ground up.
The course will begin with a conceptual understanding of the key tenets of functional programming:
- immutability: the idea that data should not be modified in place
- purity: the practice of writing functions that do not cause side effects
- higher-order functions: treating functions as pari passu with other data types
- recursion: the pattern of writing functions that call themselves
- referential transparency: the principle that a function call can be replaced with its return value without changing the program’s behavior
Throughtout the course, you will get to practice your newly acquired skills through a set of more than 20 skill challenges, each of which will be followed with a detailed video explanation of the solution that we will walk through together.
This course is very beginner-friendly and no python experience is assumed. If you’ve never worked with Python before, there’s a full length introduction to Python programming included as an appendix, covering the fundamentals of the language from the basic data types to containers, control flow, loops, classes, and more.
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What you’ll learn
- Practical fluency with map, filter, reduce, zip, any, all, list, set, dictionary, and generator comprehensions, and generator expressions
- Complete coverage of intermediate functional constructs in Python: generators, iterators, decorators, closures, recursion, and much more!
- A practical exploration of advanced topics: closures, recursion, partial function application, currying, memoization, infinite iterators, and overloading
- A conceptual understanding of the key tenets of functional programming: immutability, purity, higher-order functions, recursion, and referential transparency
