Clustering [2/2]

18 Novembro 2025, 15:00 • Sara C. Madeira

- Implementation of hierarchical clustering using scikit-learn.

---

Clustering [2/2]

18 Novembro 2025, 15:00 • Helena Aidos

- Implementation of hierarchical clustering using scikit-learn.

---

T09 - DISTANCE-BASED MODELS III - CLUSTERING (HCA + CLUSTERING EVALUATION)

18 Novembro 2025, 13:00 • Sara C. Madeira

Distance-based Models III (Clustering): Hierarchical clustering algorithm HCA. Importance of data preprocessing and choice of distance metrics, and impact of different linkage metrics in clustering results. Clustering evaluation: internal metrics (Silhouette Score and others) and external metrics (using ground truth).

---

Clustering [1/2]

13 Novembro 2025, 10:30 • Sara C. Madeira

Implementation of k-means clustering using scikit-learn.

---

Clustering [1/2]

13 Novembro 2025, 09:00 • Sara C. Madeira

Implementation of k-means clustering using scikit-learn.

---