00:00:00 - Start
00:00:05 - Introduction
00:02:54 - Data Mining Process
00:07:43 - Data mining - Techniques
00:14:13 - Association Rule Mining
00:27:06 - Clustering - Introduction
00:29:47 - Clustering - Distance
00:36:17 - Clustering - Partitional (KMeans and KMedoids)
00:49:02 - Clustering - Hierarchical
00:54:27 - Supervised Learinning - Introduction
00:58:26 - Evaluation Metrics
01:11:26 - Classification
01:17:39 - Regression
01:19:59 - Performance Evaluation
01:24:51 - Naive Bayes Classifier
01:28:36 - Decision Tree