Data mining

Unit 1

Association Rule Mining

Introduction to Association Rule Mining
Measures of Association Rule Interestingness
Advanced Association Rule Mining Techniques

Unit 2

Classification

Introduction to Classification
Classification Algorithms
Evaluation and Validation in Classification

Unit 3

Clustering

Introduction to Clustering
Types of Clustering Algorithms
Evaluation of Clustering

Unit 4

Reinforcement Learning

Introduction to Reinforcement Learning
Q-Learning
Deep Reinforcement Learning

Unit 2 • Chapter 1

Introduction to Classification

Summary

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Concept Check

NextClassification Algorithms