Data Mining Pipeline

Data Mining Pipeline

This module provides an introduction to data mining and data mining pipeline, including the four views of data mining and the key components in the data mining pipeline.

Data Understanding

This module covers data understanding by identifying key data properties and applying techniques to characterize different datasets.

Data Preprocessing

This module explains why data preprocessing is needed and what techniques can be used to preprocess data.

Data Warehousing

This module covers the key characteristics of data warehousing and the techniques to support data warehousing.