GateXAIML · ML Concept Notes

Data Preprocessing & Data Warehousing

Chapter 1
The Data
15 sections
Data Objects and Attribute Types, Basic Statistical Descriptions of Data
Chapter 2
Data Preprocessing
33 sections
Data Cleaning, Data Reduction, Data Transformation...
Chapter 3
Data Warehousing and Online Analytical Processing
10 sections
Data Warehouse: Basic Concepts, Data Warehouse Modeling: Data Cube and OLAP, Schemas for Multidimensional Data Models...