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Python Functional Programming

Write elegant Python code with functional programming—elevate your development skills!

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Python Functional Programming

4 Modules

Course Curriculum

4 Modules · 15 Chapters · 15 Topics · 105 Sub-topics

Getting Started with Python

1 Topics

Introduction to Python

7 Sub-topics

What is Python and Why Learn It

Understanding Python Versions (HTML4 vs HTML5)

Installing Python and Setting Up Environment

Understanding Python REPL and Interactive Mode

Writing Your First Python Program

Python IDEs and Text Editors Overview

Understanding Python File Structure

Python Basics and Syntax

1 Topics

Python Syntax Fundamentals

8 Sub-topics

Python Indentation and Code Structure

Comments and Documentation Strings

Variables and Assignment

Dynamic Typing in Python

Understanding Python Keywords and Identifiers

Python Naming Conventions (PEP 8)

Taking User Input with input()

Understanding print() Function and Formatting

Functions - Part 1

1 Topics

Function Basics

7 Sub-topics

Defining Functions with def Keyword

Function Parameters and Arguments

Return Statement and Return Values

Returning Multiple Values

Function Documentation with Docstrings

Function Scope and LEGB Rule

None Type and Default Returns

Functions - Part 2

1 Topics

Function Arguments

7 Sub-topics

Default Arguments

Keyword Arguments

Arbitrary Arguments (*args)

Arbitrary Keyword Arguments (**kwargs)

Combining Different Argument Types

Argument Unpacking with * and **

Positional-Only and Keyword-Only Parameters

Functions - Part 3

1 Topics

Advanced Function Concepts

7 Sub-topics

Lambda Functions (Anonymous Functions)

Map Function and Usage

Filter Function and Usage

Reduce Function from functools

Nested Functions

Function as First-Class Objects

Returning Functions from Functions

Advanced Function Concepts

1 Topics

Advanced Functions

7 Sub-topics

Closures Deep Dive

nonlocal Keyword

global Keyword Best Practices

Function Annotations

Type Hints Basics

Callable Objects and __call__

Function Introspection

Functional Programming in Python

1 Topics

Functional Concepts

7 Sub-topics

Functional Programming Concepts

Pure Functions and Side Effects

map() Function Deep Dive

filter() Function Deep Dive

reduce() Function Deep Dive

Partial Functions with functools.partial

Composing Functions

List, Dict, Set Comprehensions and Generator Expressions

1 Topics

Comprehensions

7 Sub-topics

List Comprehension Syntax and Benefits

Dictionary Comprehension

Set Comprehension

Nested Comprehensions

Comprehensions with Multiple Conditions

Generator Expressions vs List Comprehensions

Performance Comparison

Iterators and Iterables

1 Topics

Iteration Protocol

7 Sub-topics

Understanding Iteration Protocol

Iterables vs Iterators

Creating Custom Iterators

__iter__ and __next__ Methods

StopIteration Exception

iter() and next() Built-in Functions

Infinite Iterators

Generators - Part 1

1 Topics

Generator Basics

7 Sub-topics

Understanding Generator Functions

yield Keyword Explained

Generator vs Regular Function

Generator Expressions

Generator Memory Efficiency

Consuming Generators

Generator States

Generators - Part 2

1 Topics

Advanced Generators

7 Sub-topics

Generator Methods - send()

Generator Methods - throw()

Generator Methods - close()

Coroutines Basics with Generators

Generator Pipelines

Chaining Generators

yield from Expression

Decorators - Part 1

1 Topics

Decorator Fundamentals

7 Sub-topics

Understanding Decorators Concept

Functions as First-Class Objects Review

Closures and Nested Functions

Creating Simple Decorators

@ Syntax for Applying Decorators

Decorating Functions with Arguments

functools.wraps Usage

Decorators - Part 2

1 Topics

Advanced Decorators

6 Sub-topics

Decorators with Arguments

Multiple Decorators Stacking

Class Decorators

Decorating Methods

Built-in Decorators Review (@property, @classmethod, @staticmethod)

Practical Decorator Examples

Collections Module Deep Dive

1 Topics

Specialized Collections

7 Sub-topics

namedtuple - Named Tuples

Counter - Counting Hashable Objects

defaultdict - Dictionary with Default Values

OrderedDict - Ordered Dictionary

deque - Double-Ended Queue

ChainMap - Multiple Dictionaries

UserDict, UserList, UserString

Itertools Module Deep Dive

1 Topics

Iterator Tools

7 Sub-topics

Infinite Iterators - count, cycle, repeat

Finite Iterators - accumulate, chain, compress

Combinatoric Iterators - product, permutations, combinations

Grouping with groupby

Slicing Iterators - islice, filterfalse

Tee - Splitting Iterators

Practical Itertools Patterns

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Python Functional Programming

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Python Functional Programming

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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