Python Roadmap for beginner to advance 🔥🔥

#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