LibGuides: TIM-8131: Lesson 1 Resources

Lesson 1 Required Resources

The following textbooks explore the concepts, fundamentals, and techniques of data mining.

Data Mining and Data Warehousing Principles and Practical Techniques
Bhatia, P. (2019). Data mining and data warehousing: Principles and practical techniques. Cambridge University Press.
Read Chapter 2
Data Mining: Concepts and Techniques
Han, J., Kamber, M., & Pei, J. (2012). Data mining concepts and techniques (3rd ed.). Elsevier.
Read Chapters 1 and 2
Ethical Data Mining Applications for Socio-Economic Development
Rahman, H., & Ramos, I. (Eds.). (2013). Ethical data mining applications for socio-economic development. IGI Publishing.
Reference as needed.
Ethics of data mining
Cook, J. (2005). Ethics of data mining. Rochester Institute of Technology.