BUAD5082 Machine Learning II

Week 09: Unsupervised Learning Day 1

Tuesday
PPT: PCA
Lab: PCA

Complete before next class meeting
PCA2 by Dr. Chung
K-Means Clustering (17:17)
Lab: K-Means Clustering (6:31)
K-Means Clustering by Dr. Chung

Thursday
PPT: K-Means Clustering
Lab: K-Means Clustering
Final Practice Exam
Team 8 presentation and poll
Team 18 presentation and poll

Complete before next class meeting
Hierarchical Clustering (14:45)
Lab: Hierarchal Clustering (6:33)
Hierarchical Clustering by Dr. Chung

Optional Materials:
K-Means Clustering: An Explorable Explainer by Yi Zhe Ang
Data Skeptic Podcast: Season on K-Means
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Weekly Topics

  • Home
  • Week 01: Introduction, Review & Feature Selection
  • Week 02: Feature Selection
  • Week 03: Feature Selection & Non-Linear Models
  • Week 04: Non-Linear Models
  • Week 05: Tree-Based Methods & Exam
  • Week 06: More Tree-Based Methods
  • Week 07: SVM1
  • Week 08: SVM2
  • Week 09: Unsupervised Learning Day 1
  • Week 10: Unsupervised Learning Day 2
  • Week 11 Final Exam
  • Week 12: Final Team Presentations (TP02)
  • TP01 Instructions
  • Resources & References

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