AI & Machine Learning / Beginner

Unsupervised Learning and Clustering

Explore grouping and dimensionality reduction without treating patterns as proven facts.

What you’ll be able to do

• Explain unlabelled learning
• Perform a simple clustering step
• Describe what PCA preserves and loses

Your learning path

1. 01Find structure without labels2 min
2. 02One iteration of k-means2 min
3. 03Reduce dimensions without inventing certainty2 min
4. ✓Final knowledge check75% to pass