Hiko - Sep 13, 2021

python developer roadmap

python general

Advanced Python

• OOP
• Classes
• Dunder
• Methods
• Inheritance
• Decorators
• Functional Programming
• Lambda Functions
• Map, filter, zip, reduce
• Errors
• Error Handling: try, except
• File I/O
• Regex
• Testing, unittest
• Import
• Modules
• Packages
• Pip
• Virtual Environments
• Debugging

Popular Libraries

• Tkinter
• Requests
• Pillow
• PyQT
• Pygame

Computer Science

• Time Complexity
• Space Complexity
• Big O Notation
• Data Structures
• Algorithms

Web Scrapping

• Beautiful soup
• Selenium
• Scrapy

Project Ideas

• Hacker News Scraper
• Dev.to Scrapper
• Amazon Price Tracker
• Jobs Portal Scraper
• COVID-19 Web Scraper

Web Development

• Django
• Flask
• Zappa
• Dash

Project Ideas

• Login System
• Portfolio
• Blog Site
• Todo App
• Ecommerce website

Scripting

• DevOps: Docker, Kubernetes, Gradle, etc
• System Admin

Project Ideas

• Automate the Boring Stuff
• Create a Calculator
• Contact Book
• Directory Tree Generator
• Expense Tracker

Ethical Hacking

• SQL injection
• Session hijacking
• Man in the Middle
• Networking
• IP Adress
• Exploitation
• Social Engineering
• Pen Testing
• Footprinting
• Firewall

Project Ideas

• Hacking wireless networks
• Create a vulnerable site and hack it
• Password cracker
• Web Application Pen Testing
• Break A Caesar Cipher

Machine Learning/Data Science

• Tensorflow
• PyTorch
• Keras
• Scikit-learn
• Numpy
• Pandas
• SciPy
• Matplotlib
• Seaborn
• Neural Networks
• Machine Learning Algorithms
• Data

source: https://dev.to/hb/python-developer-roadmap-in-2021-2bmo