Free online book “An Introduction to Data Mining” by Dr. Saed Sayad. Data Mining is about explaining the past and predicting the future by means of data analysis.
Book Description
Data mining is a multi-disciplinary field which combines statistics, machine learning, artificial intelligence and database technology. The value of data mining applications is often estimated to be very high. Many businesses have stored large amounts of data over years of operation, and data mining is able to extract very valuable knowledge from this data.
Table of Contents
- Data Mining
- Problem Definition
- Data Preparation
- Modeling
- Model Evaluation
- Model Deployment