Ultimate Python Roadmap: From Beginner to Expert 🚀

#coding #programming #python #software
Python Learning Roadmap: From Beginner to Pro
1. Foundations
• Setup: Install Python, choose IDE
• Basics: Syntax, data types, operators
• Control flow: if/else, loops
• Functions and scope

2. Data Structures & Algorithms
• Lists, tuples, sets, dictionaries
• Advanced: stacks, queues, trees
• Searching and sorting algorithms

3. Object-Oriented Programming
• Classes, objects, inheritance
• Polymorphism, encapsulation
• Magic methods, decorators

4. Advanced Concepts
• Functional programming
• Error handling
• File I/O, modules, packages

5. Standard Library
• os, sys, datetime, collections
• itertools, re (regex)

6. Web Development
• HTML/CSS basics
• Frameworks: Flask, Django, FastAPI
• RESTful APIs

7. Data Science & ML
• NumPy, Pandas, Matplotlib
• Scikit-learn, TensorFlow/PyTorch
• Big data: PySpark, Dask

8. Testing & Debugging
• unittest, pytest
• Debugging tools and techniques

9. DevOps & Deployment
• Git, GitHub
• Docker basics
• CI/CD: GitHub Actions

10. Best Practices
• PEP 8, linting
• Performance optimization
• Security considerations

11. Specializations
• Web scraping, GUI dev
• Game dev, networking

12. Continuous Learning
• Build projects
• Contribute to open source
• Attend conferences, meetups