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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
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An efficient guide to Python's syntax, data structures, and advanced concepts, with code examples for easy reference and quick knowledge refreshment.
- Host: GitHub
- URL: https://github.com/kishlayjeet/python-cheatsheet
- Owner: kishlayjeet
- Created: 2023-02-21T14:53:06.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-02-24T19:20:53.000Z (over 1 year ago)
- Last Synced: 2023-03-04T20:27:35.678Z (over 1 year ago)
- Topics: python, python-cheat-sheets, python-cheatsheet, python-developer, python-reference, python-syntax, python3, quick-guide, reference
- Homepage:
- Size: 8.79 KB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: readme.md
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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 visualizationThis 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.