Complete Python Roadmap
|-- Python_Fundamentals
| |-- Syntax_and_Indentation
| |-- Data_Types (int, float, str, list, tuple, dict)
| |-- Variables and Operators
| |-- Conditional Statements (if, elif, else)
| |-- Loops (for, while)
| |-- Functions and Lambda
| โโ Exception Handling
|-- Object_Oriented_Programming (OOP)
| |-- Classes and Objects
| |-- Inheritance
| |-- Polymorphism
| |-- Encapsulation
| โโ Abstraction
|-- Data_Structures and Algorithms
| |-- Lists, Sets, Tuples, Dictionaries
| |-- Stacks and Queues
| |-- Searching and Sorting Algorithms
| |-- Recursion
| |-- Linked Lists, Trees, Graphs
| โโ Algorithms Complexity (Big O Notation)
|-- Advanced Python Concepts
| |-- Decorators
| |-- Generators and Iterators
| |-- Context Managers
| |-- Multithreading and Multiprocessing
| โโ Asyncio
|-- Python Libraries and Frameworks
| |-- NumPy and Pandas (Data Analysis)
| |-- Matplotlib and Seaborn (Data Visualization)
| |-- Flask / Django (Web Development)
| |-- Requests and BeautifulSoup (Web Scraping)
| โโ PyTest / Unittest (Testing)
|-- Database Connectivity
| |-- SQLite
| |-- MySQL / PostgreSQL
| โโ SQLAlchemy (ORM)
|-- Build and Deployment Tools
| |-- Virtual Environments
| |-- Pip and Requirements.txt
| |-- Docker
| |-- Git and GitHub
| โโ CI/CD Basics
|-- Data Science and Machine Learning
| |-- Scikit-learn
| |-- TensorFlow / PyTorch Basics
| |-- Data Cleaning and Preprocessing
| โโ Model Evaluation
|-- System Design and Best Practices
| |-- Code Optimization
| |-- Design Patterns in Python
| |-- API Development and Security
| โโ Logging and Debugging
|-- Interview Preparation
| |-- Core Python Questions
| |-- OOP and Design Patterns
| |-- DSA Problems in Python
| |-- Mock Interviews
|-- Online Platforms
| |-- LeetCode
| |-- HackerRank
| |-- CodeSignal
| โโ Real Python / W3Schools
โค๏ธ React for more!โ๏ธ๐
|-- Python_Fundamentals
| |-- Syntax_and_Indentation
| |-- Data_Types (int, float, str, list, tuple, dict)
| |-- Variables and Operators
| |-- Conditional Statements (if, elif, else)
| |-- Loops (for, while)
| |-- Functions and Lambda
| โโ Exception Handling
|-- Object_Oriented_Programming (OOP)
| |-- Classes and Objects
| |-- Inheritance
| |-- Polymorphism
| |-- Encapsulation
| โโ Abstraction
|-- Data_Structures and Algorithms
| |-- Lists, Sets, Tuples, Dictionaries
| |-- Stacks and Queues
| |-- Searching and Sorting Algorithms
| |-- Recursion
| |-- Linked Lists, Trees, Graphs
| โโ Algorithms Complexity (Big O Notation)
|-- Advanced Python Concepts
| |-- Decorators
| |-- Generators and Iterators
| |-- Context Managers
| |-- Multithreading and Multiprocessing
| โโ Asyncio
|-- Python Libraries and Frameworks
| |-- NumPy and Pandas (Data Analysis)
| |-- Matplotlib and Seaborn (Data Visualization)
| |-- Flask / Django (Web Development)
| |-- Requests and BeautifulSoup (Web Scraping)
| โโ PyTest / Unittest (Testing)
|-- Database Connectivity
| |-- SQLite
| |-- MySQL / PostgreSQL
| โโ SQLAlchemy (ORM)
|-- Build and Deployment Tools
| |-- Virtual Environments
| |-- Pip and Requirements.txt
| |-- Docker
| |-- Git and GitHub
| โโ CI/CD Basics
|-- Data Science and Machine Learning
| |-- Scikit-learn
| |-- TensorFlow / PyTorch Basics
| |-- Data Cleaning and Preprocessing
| โโ Model Evaluation
|-- System Design and Best Practices
| |-- Code Optimization
| |-- Design Patterns in Python
| |-- API Development and Security
| โโ Logging and Debugging
|-- Interview Preparation
| |-- Core Python Questions
| |-- OOP and Design Patterns
| |-- DSA Problems in Python
| |-- Mock Interviews
|-- Online Platforms
| |-- LeetCode
| |-- HackerRank
| |-- CodeSignal
| โโ Real Python / W3Schools
โค๏ธ React for more!โ๏ธ๐
โค7
แแแบ programming Languages แแแบแแแบแแแบแแพแฌแแฑแฌแแบแธแแผแแฒแแญแฏแแฌ แแญแแกแฑแฌแแบ ๐
Python ๐ โ Data analysis, automation, AI/ML
Java โ๏ธ โ Android apps, enterprise software
JavaScript โก๏ธ โ Interactive websites, full-stack apps
C++ โ๏ธ โ Game development, system-level software
C# ๐ฎ โ Unity games, Windows apps
R ๐ โ Statistical analysis, data visualization
Go ๐ โ Fast APIs, cloud-native apps
PHP ๐ โ WordPress, backend for websites
Swift ๐ โ iOS/macOS apps
Kotlin ๐ฑ โ Modern Android development
#Programming
Python ๐ โ Data analysis, automation, AI/ML
Java โ๏ธ โ Android apps, enterprise software
JavaScript โก๏ธ โ Interactive websites, full-stack apps
C++ โ๏ธ โ Game development, system-level software
C# ๐ฎ โ Unity games, Windows apps
R ๐ โ Statistical analysis, data visualization
Go ๐ โ Fast APIs, cloud-native apps
PHP ๐ โ WordPress, backend for websites
Swift ๐ โ iOS/macOS apps
Kotlin ๐ฑ โ Modern Android development
#Programming
โค5