DMCT-NOTES/unit 3/00_Index.md

Unit 3: Association Rule Mining

Welcome to your simplified notes for Unit 3.

Table of Contents

1. 01_Association_Rule_Mining
   • What is it? (Market Basket Analysis)
   • Key Terms: Support, Confidence, Frequent Itemsets
2. 02_Apriori_Algorithm
   • How it works (Join & Prune)
   • Example Calculation
3. 03_FP_Growth_Algorithm
   • FP-Tree Structure
   • Why it is faster than Apriori
4. 04_Advanced_Pattern_Mining
   • Closed and Maximal Patterns
   • Vertical Data Format (Eclat)