LibGuides: TIM-8501 v5: Lesson 8 Resources

Lesson 8 Resources

Applied Statistics with Data Analytics (R), Zylabs.com

This section covers k-means/medoids clustering and other techniques.

Data Science Foundations with R, Zylabs.com

This chapter covers k-means/medoids clustering, DBSCAN,hierarchical clustering, and other techniques.

ACCESS your Zylabs.com material from the Lesson module in your course.

US Company Bankruptcy Prediction Dataset
The Complete Titanic Dataset
An Introduction to Statistical Learning with Applications in R
James, G., Witten, D., Hastie, T., & Tibshirani, R. (2023). An introduction to statistical learning with applications in R (2nd ed.). Springer International Publishing.
- Read Chapter 12.
The chapter covers unsupervised learning including cluster analysis.
R for Data Science
Wickham, H., Çetinkaya-Rundel, M., & Grolemund, G. (2023). R for data science. " O'Reilly Media, Inc."
- Review Chapter 3: Data Transformation.
This chapter provides foundational transformation techniques.