related repo Programming-Records

# python_G_colab

learning / practicing python in google colabotary. And transitioning into the AI career path.

# Concepts to Learn

• Algorithms (Especially, Number Theory)

# purpose

• Python Basics
• AI stuff using Python: https://opencv.org/, ML
• Game Dev: PyGame. Godot GDscript similar to Python
• BackEnd: Django
• Social Bot: Discord.py | Related repo

• misc. : pandas

# Resources

• vinta/awesome-python | An opinionated list of awesome Python frameworks, libraries, software and resources.
• https://roadmap.sh/python
• gist learn.python.md
• VScodeSettings.md
• Books: (see resources)
• Videos
  • CS50 videos on YouTube (currently 2026 playlist)
• Cyber Security
  • intermediate-python-for-network-pen-testing
  • Binary Exploitation / Memory Corruption by LiveOverflow by LiveOverflow

# Guide/suggestions on transition to AI route

• @zobayersq:
  

"Learn basic python (freecodecamp) → very basics of ML (grameenphone academy, freecodecamp) (learn by doing a project) → basics of gen AI (cs50 AI, freecodecamp, inception bd) → coose a part of AI and start research"

• @SamudraJS :
  

"Do 50 problem solves on CodeForces, get used to Python, then we will talk about AI. Almost everything can be done with Python now."
"follow the course CS 188 Spring 2025 for AI"

# Problem Sets

• Assiut University Training - Newcomers

# Contributors (CodeForces)

• BitRanger

• Tatatin

# references

• https://github.com/rashakil-ds/60-days-of-python
• https://github.com/SoyebAkram/Hand_Gesture_control__system