Data Mining and Knowledge Discovery

About

Data mining has recently emerged as a major field of research and applications. Aimed at extracting useful and interesting knowledge from large data repositories such as databases and the Web, data mining integrates techniques from the fields of database, statistics and AI.

What you will learn

• Apply the clustering techniques to find clusters within the data
• Use the classification techniques to conduct classification and predication
• Use the knowledge of frequest pattern mining to discover patterns from the data
• Learn data warehouse techniques for data analysis

Skills you learn

• Data Mining
• Research
• Knowledge Discovery
• Web Mining

Syllabus

• Association
• Clustering
• Classification
• Data Warehouse
• Data Mining over Data Streams
• Web Database