04 Unsupervised learning - Latent Structures

Lectures:

Latent Structures and PCA:

• 04.1 Latent Structures and PCA
  • Reference R code (04.1-LatentSpaces.R)
• 4.1.P Portfolio on Constrained Optimisation
• Second unexamined 4.1.P2 Portfolio on How Many Eigenvalues?

Clustering:

• 04.2 Clustering
  • Reference R code (04.2-Clustering.R)
• 4.2.P Portfolio on Mixture Models

Workshop:

• 04.3 Spectral Clustering (.Rmd)
• 04.3 Spectral Clustering (.html)

Assessments:

• The main long form portfolio Portfolio 4.
• Block04 on Noteable via Blackboard (2026-27 link)

Navigation

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