🐍 Python Course - Interactive Learning Hub

Comprehensive Python course with video tutorials, interactive exercises, and hands-on assignments

🧠 Coding Principles 📚 Lecture Notes 💻 Practice 📝 Assignments 📁 Repository

🎯 Quick Start Guide

New to Programming?

Start with our 🧠 Coding Principles to learn the right mindset, then dive into 🐍 Python 101.

Ready to Code?

Jump straight into our interactive notebooks on Google Colab - no installation required!

📚 Course Modules

Module 0: Coding Principles & Mindset

Essential principles for effective programming and problem-solving.

Topic Video Description
10 Ground Rules to Vibe With Your Code 🎥 Watch Core coding principles and best practices
From Problem to Python 🎥 Watch Problem-solving methodology for programming
Ground Rules for Coding with AI 🎥 Watch Best practices for AI-assisted programming

Module 1: Python Fundamentals

Learn the core building blocks of Python programming.

Topic Video Theory Practice (Colab)
Python Basics 🎥 Watch 📖 Read Beginner Easy Medium Hard

Module 2: Data Manipulation

Master working with data structures, arrays, and data processing.

Topic Video Theory Practice (Colab)
Arrays & Lists 🎥 Watch 📖 Read Beginner Easy Medium Hard
NumPy 🎥 Watch 📖 Read -
Pandas 🎥 Watch 📖 Read Beginner Easy Medium Hard

Module 3: Advanced Topics

Explore specialized areas and advanced concepts.

Topic Video Theory Practice
Data Visualization 🎥 Watch 📖 Read Beginner Easy Medium Hard
Data Science 🎥 Watch 📖 Read Practice
GUI Development - 📖 Read -
Data Visualization Rules 🎥 Watch - -

Module 4: Useful Tools

Practical tools for development and project management.

Topic Video Theory Description
Git Version Control 🎥 Watch 📖 Read Version control and collaboration
File Handling - 📖 Read Working with files and directories

📝 Assignments & Exercises

Structured Assignments

Work through carefully designed problems that reinforce each module:

🎮 Practice by Difficulty Level

Choose exercises that match your current skill level:

🟢 Beginner Level 🟡 Easy Level 🟠 Medium Level 🔴 Hard Level

🚀 Learning Path Recommendations

Path 1: Complete Beginner

  1. Start with Coding Principles - Watch the mindset videos
  2. Learn Python Fundamentals
  3. Practice with Beginner Level Exercises
  4. Progress through Data Manipulation (Arrays, NumPy, Pandas)
  5. Move to Advanced Topics (Visualization, Data Science)
  6. Learn Useful Tools when needed
  7. Complete assignments for each module

Path 2: Some Programming Experience

  1. Review Coding Principles - Essential for good practices
  2. Quick review of Python Basics
  3. Jump to Easy Level Exercises
  4. Focus on Data Manipulation and Visualization
  5. Explore NumPy and Data Science

Path 3: Experienced Programmer

  1. Review AI Coding Principles - Adapt to modern development
  2. Start with Medium or Hard Level exercises
  3. Deep dive into Data Science
  4. Explore advanced topics like GUI development

🎓 Ready to Start?

Choose your starting point and begin your Python journey today!

🧠 Start with Principles

Happy Coding! 🐍✨