LibGuides: TIM-8500 v5: Lesson 8 Resources

Lesson 8 Required Resources

Data Mining: Concepts and Techniques, 3rd Edition
Han, J., Kamber, M., & Pei, J. (2011). Data Mining Concepts and Techniques (3rd ed.). Morgan Kaufman - O’Reilly
Read Chapter 8: Classification: Basic Concepts
Read Chapter 10: Cluster Analysis: Basic Concepts And Methods
Read Chapter 12: Outlier Analysis
Data Science for Business: What You Need to Know About Data Mining and Data-Analytic Thinking
Fawcett, T. (2013). Data science for business: What you need to know about data mining and data-analytic thinking. O'Reilly Media.
Read Chapter 3. Introduction to Predictive Modeling: From Correlation to Supervised Segmentation
Read Chapter 6. Similarity, Neighbors, and Clusters
Read Chapter 10. Representing and Mining Text

Data Mining: Concepts and Techniques, 3rd Edition
Han, J., Kamber, M., & Pei, J. (2011). Data Mining Concepts and Techniques (3rd ed.). Morgan Kaufman - O’Reilly
Read Chapter 13: Data Mining Trends And Research Frontiers