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DBSCAN algorithm

Clustering techniques using weka

Average link using hierarichal algorithm

Basic Agglomerative Hierarchical Clustering Algorithm

K-means algorithm 2nd approach

K-means algorithm with single dimension

Types of clusterings

Clustering Introduction

F-P Growth algorithm in Data mining

Python Introduction-1

Demonstration of classification rule process on dataset employee.arff using naïve bayes algorithm

Demonstration of classification rule process on dataset student & employee.arff using id3algorithm

Rule Generation,Maximal vs Closed Frequent Itemsets & Alternative Methods for Frequent Itemset

Candidate generation, pruning & Support count in data mining

Apriori principle & frequent item set generation in the Apriori algorithm

Frequent item set generation in data mining

Association analysis problem defination

Demonstration of Association rule process on dataset test.arff using apriori algorithm

Bayesian Belief Networks

Bayes Error Rate and Characteristics of Naïve Bayes Classifier

Demonstration of Association rule process on dataset contactlenses.arff using apriori algorithm

Example of the Naïve Bayes Classifier

Bayers classifier - part-1

BAYES THEORM IN DATA MINING