Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/kishlayjeet/python-cheatsheet

An efficient guide to Python's syntax, data structures, and advanced concepts, with code examples for easy reference and quick knowledge refreshment.
https://github.com/kishlayjeet/python-cheatsheet

python python-cheat-sheets python-cheatsheet python-developer python-reference python-syntax python3 quick-guide reference

Last synced: 1 day ago
JSON representation

An efficient guide to Python's syntax, data structures, and advanced concepts, with code examples for easy reference and quick knowledge refreshment.

Awesome Lists containing this project

README

        

# Python Cheatsheet 🐍

Welcome to the Python Cheatsheet! This comprehensive guide covers a wide range of topics, starting from the basics and progressing to more advanced concepts and libraries. Whether you're a beginner or an experienced Python developer, this cheatsheet will provide you with the essential information you need to write efficient and effective Python code.

![python trademark](https://imgur.com/EI3tlCc.png)

## Module 1: Introduction to Python

1. [Python Basics:](./Module-1/Python%20Basics.md)
- Interpreter and interactive shell
- Running programs
- Data types: numbers, strings, booleans
- Variables, assignments, and arithmetic operations
2. [Control Flow:](./Module-1/Control%20Flow.md)
- Conditional statements: if, elif, else
- Loops: for, while
- Break and continue statements
- Indentation and code blocks
3. [Functions and Modules:](./Module-1/Functions%20and%20Modules.md)
- Defining and calling functions
- Parameters and return values
- Importing modules and using built-in modules

## Module 2: Data Structures

1. [Strings:](./Module-2/Strings.md)
- Creating and manipulating strings
- String methods and operations
- String formatting
2. [Lists:](./Module-2/Lists.md)
- Creating and accessing lists
- List methods and operations
- List comprehensions
3. [Tuples:](./Module-2/Tuples.md)
- Creating and accessing tuples
- Immutable nature of tuples
- Tuple packing and unpacking
4. [Sets:](./Module-2/Sets.md)
- Creating and accessing sets
- Set operations: union, intersection, difference
5. [Dictionaries:](./Module-2/Dictionaries.md)
- Creating and accessing dictionaries
- Dictionary methods and operations
- Iterating over dictionaries

## Module 3: File I/O and Exception Handling

1. [File Handling:](./Module-3/File%20Handling.md)
- Opening and closing files
- Reading from files: text and binary modes
- Writing to files: text and binary modes
2. [CSV and JSON Files:](./Module-3/CSV%20and%20JSON%20Files.md)
- Reading and writing CSV files
- Working with JSON data
3. [Exception Handling:](./Module-3/Exception%20Handling.md)
- Handling and raising exceptions
- try-except-else-finally blocks

## Module 4: Advanced Concepts

1. [Lambda Functions:](./Module-4/Lambda%20Functions.md)
- Creating and using lambda functions
- Lambda functions vs named functions
2. [Map, Filter, and Reduce:](./Module-4/Map%20Filter%20and%20Reduce.md)
- Applying functions to iterables: map
- Filtering elements from iterables: filter
- Reducing elements in iterables: reduce
3. [List and Dictionary Comprehension:](./Module-4/List%20and%20Dictionary%20Comprehension.md)
- Creating lists and dictionaries using concise syntax
- Conditional expressions in comprehension
4. [Recursion:](./Module-4/Recursion.md)
- Recursive functions and base cases
- Recursive vs iterative solutions
5. [Decorators:](./Module-4/Decorators.md)
- Function decorators and their usage
- Decorating classes and methods
6. [Generators:](./Module-4/Generators.md)
- Creating and using generators
- Generator expressions
7. [Regular Expressions:](./Module-4/Regular%20Expressions.md)
- Matching patterns with regular expressions
- Capturing groups and substitution
8. [Multithreading and Multiprocessing:](./Module-4/Multithreading%20and%20Multiprocessing.md)
- Thread-based parallelism
- Process-based parallelism

## Module 5: Object-Oriented Programming (OOP)

1. [Introduction to OOP:](./Module-5/Introduction%20to%20OOP.md)
- Classes, objects, attributes, and methods
- Creating and using classes
2. [Inheritance and Polymorphism:](./Module-5/Inheritance%20and%20Polymorphism.md)
- Inheriting from base classes
- Method overriding and super()
- Polymorphism and method resolution
3. [Encapsulation and Abstraction:](./Module-5/Encapsulation%20and%20Abstraction.md)
- Access specifiers: public, private, protected
- Encapsulation: getters and setters
- Abstraction: abstract classes and interfaces

## Module 6: Additional Libraries and Frameworks

1. [NumPy:](./Module-6/NumPy.md)
- Arrays and mathematical operations
- Broadcasting and vectorization
2. [Pandas:](./Module-6/Pandas.md)
- Data manipulation with DataFrames
- Data cleaning and transformation
3. [Matplotlib:](./Module-6/Matplotlib.md)
- Plotting and data visualization

This Python cheatsheet provides a solid foundation for students to learn and enhance their Python skills. Whether you're a beginner or an experienced developer, this guide will serve as a valuable reference throughout your Python journey.