Skip to content

Scikit-Learn - unsupervised learning

Intro

In this third evening dedicated to Machine Learning with Federico Angaramo, we use Scikit-learn to understand the fundamental concepts of unsupervised learning.

  • Unsupervised learning
  • Scikit-learn - Dimensionality reduction
  • Scikit-learn - K-means clustering

Material

Github

📒 Implementation from scratch of PCA with Numpy: https://github.com/SasCezar/DimensionalityReduction/blob/master/dimred/models/PCA.py

📐 Library to plot a graph using Elbow method: https://www.scikit-yb.org/en/latest/api/cluster/elbow.html?highlight=elbow

Meetup video