Master Python for web development, automation, and data science
Python Development encompasses web development, automation, scripting, data analysis, and more using Python, one of the most versatile and popular programming languages. As a Python developer, you will build web applications with Django or Flask, automate tasks, write scripts, work with APIs, and potentially venture into data science or machine learning. This comprehensive roadmap covers Python fundamentals, object-oriented programming, web frameworks (Django, Flask), databases, REST APIs, testing, deployment, and Python best practices. Python developers are in high demand across all industries due to Python's versatility and ease of use. The role can range from backend web development to automation engineering, data engineering, or even transitioning to data science or ML engineering. Python's clean syntax and vast ecosystem make it an excellent choice for beginners and experienced developers alike.
6-8 weeks
Variables, data types, operators, control flow
Functions, parameters, return values, scope
Lists, tuples, dictionaries, sets
Reading, writing files, context managers
8-10 weeks
Classes, objects, attributes, methods
Inheritance, polymorphism, encapsulation
Try-except, raising exceptions, custom exceptions
Importing, creating modules, pip, virtual environments
10-12 weeks
MVT, models, views, templates, ORM
Routes, templates, Jinja2, blueprints
Form handling, validation, CSRF protection
User registration, login, sessions, JWT
8-10 weeks
Queries, joins, transactions, database design
Models, queries, relationships, migrations
Django REST Framework, serializers, viewsets
Requests library, consuming APIs, webhooks
6-8 weeks
Unittest, pytest, test-driven development
Selenium, web scraping, task automation
System scripts, data processing, CLI tools
Asyncio, async/await, concurrent programming
6-8 weeks
Docker, Gunicorn, Nginx, cloud deployment
GitHub Actions, automated testing, deployment
PEP 8, code quality, documentation
Profiling, optimization, caching