8  Hands-on exercises

Learning Objectives

• Bulleted list of learning objectives

8.1 When PCA does not work

8.2 Hands-on exercises

Applications and practical exercises (hands-on exercises).

8.3 Summary

Key Points

• Last section of the page is a bulleted summary of the key points

8.4 Resources

• ISLP book

• https://www.statlearning.com/

• Video lectures by the authors of the book Introduction to Statistical Learning in Python

• https://github.com/neelsoumya/public_teaching_unsupervised_learning

• https://mlu-explain.github.io