Python Roadmap by Habib Shaikh

Referred Link -  https://www.linkedin.com/posts/habib-shaikh-b8331653_python-learning-roadmap-foundations-activity-7271014564001902592-xAA3

Python learning roadmap:

Foundations:
- Set up Python & IDE (e.g., PyCharm, VSCode).
- Learn basics: syntax, data types, operators, control flow, functions.

Data Structures & Algorithms:
- Master lists, tuples, sets, dictionaries.
- Learn advanced structures (stacks, queues, trees) and algorithms (searching, sorting).

OOP:
- Understand classes, objects, inheritance, polymorphism, encapsulation, decorators, and magic methods.

Advanced Concepts:
- Explore functional programming, error handling, file I/O, modules, and packages.

Standard Library:
- Get familiar with modules like os, sys, datetime, collections, itertools, re.

Web Development:
- Learn HTML/CSS basics, frameworks (Flask, Django, FastAPI), and build RESTful APIs.

Data Science & ML:
- Learn NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow/PyTorch.

Testing & Debugging:
- Master testing with unittest/pytest and debugging tools.

DevOps & Deployment:
- Learn Git, Docker, CI/CD with GitHub Actions.

Best Practices:
- Follow PEP 8, optimize performance, and learn security basics.

Specializations:
- Web scraping, GUI, game dev, networking.

Continuous Learning:
- Build projects, contribute to open-source, attend conferences.

Tags:

#PythonLearningRoadmap, #LearningRoadmap