IT Academy - Data Science with Python

S15 T01: Unsupervised Classification

Description

Let’s practice and become familiar with clustering algorithms.

Level 1

• Exercise 1:
  • Classify the different flights using the K-means algorithm.

Level 2

• Exercise 2:
  • Classify the different flights using the hierarchical clustering algorithm.

Level 3

• Exercise 3:
  • Calculate clustering performance using a parameter such as silhouette.

Targets

• Kmeans
• Hierarchical Clustering