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Data Science Academy · Lesson

Supervised vs Unsupervised

Learning without labels.

Two Ways to Learn

Machine learning splits into two big families: supervised learning, which uses labeled answers, and unsupervised learning, which does not. 🧭

Labels Are the Key

In supervised learning, every row carries a known label, the correct answer the model tries to predict for new data.

All lessons in this course

  1. Supervised vs Unsupervised
  2. k-Means and Choosing k
  3. Hierarchical and DBSCAN
  4. Profile and Name Your Clusters
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