Skip to main content
AI EducademyAIEducademy
🌳

AI Foundations

🌱
AI Seeds

AI literacy for the real world

🌿
AI Sprouts

The foundations behind intelligent systems

🌳
AI Branches

Build with today’s AI capabilities

🏕️
AI Canopy

Engineer reliable GenAI systems

🌲
AI Forest

Ship AI products responsibly

🔨

AI Mastery

✏️
AI Sketch

Engineering foundations for AI builders

🪨
AI Chisel

Patterns for solving harder problems

⚒️
AI Craft

Design systems that scale AI

💎
AI Polish

Communicate and lead in the AI era

🏆
AI Masterpiece

Your production AI capstone

🚀

Career Ready

🚀
Interview Launchpad

Navigate the AI engineering job market

🌟
Behavioral Mastery

Tell the story of how you create impact

💻
Technical Interviews

Solve, design, and communicate under pressure

🤖
AI & ML Interviews

Prepare for modern ML and GenAI interviews

🏆
Offer & Beyond

Make a confident, informed next move

View All Programs→

Lab

7 experiments loaded
🧠Neural Network Playground🤖AI or Human?💬Prompt Lab🎨Image Generator😊Sentiment Analyzer💡Chatbot Builder⚖️Ethics Simulator
🎯Mock InterviewEnter the Lab→
JourneyBlog
🎯
About

Making AI education accessible to everyone, everywhere

❓
FAQ

Common questions answered

🧰
AI Tools

Curated tools we use and recommend

✉️
Contact

Get in touch with us

⭐
Open Source

Built in public on GitHub

Pricing
Get Started
AI EducademyAIEducademy

© 2026 AI Educademy. All rights reserved.

Learn

  • Academies
  • Lessons
  • Lab
  • AI Starter Kit
  • Pricing

Community

  • GitHub
  • Contribute
  • Code of Conduct
  • About
  • FAQ

Support

  • Buy Me a Coffee ☕
  • Terms of Service
  • Privacy Policy
  • Contact
  • Sitemap
AI & Engineering Academics›🪨 AI Chisel›Lessons›Union-Find - Connected Components and Network Detection
🔗
AI Chisel • Advanced⏱️ 17 min read

Union-Find - Connected Components and Network Detection

Public lesson preview

Learn the Union-Find (disjoint set) data structure with path compression and union by rank. Solve connectivity, MST, and graph component problems efficiently.

Programme
AI Chisel
Level
Advanced
Reading time
17 min read

Learning objectives

By the end of this lesson, you will understand:

  • ✓The Connectivity Problem
  • ✓Naive Approach - Quick Find
  • ✓The Union-Find Data Structure
  • ✓Find with Path Compression
  • ✓Union by Rank

Lesson outline

  1. The Connectivity Problem
  2. Naive Approach - Quick Find
  3. The Union-Find Data Structure
  4. Find with Path Compression
  5. Union by Rank
  6. Kruskal's MST Algorithm
  7. Classic Problems
  8. Number of Connected Components
  9. Accounts Merge (LeetCode 721)
  10. Redundant Connection (LeetCode 684)
  11. When to Choose Union-Find vs BFS/DFS
  12. 📚 Further Reading

Continue Union-Find - Connected Components and Network Detection with Pro

Union-Find - Connected Components and Network Detection is part of AI Chisel

Union-Find - Connected Components and Network Detection is part of AI Chisel. Upgrade to unlock the full lesson, quizzes, progress tracking, and every academy.

All programs & tracks
Progress sync
Certificates
Try Pro free for 7 daysSign in first

Free for 7 days. Cancel anytime, no questions asked.