Tag Archives: Clustering

K-means Clustering

All posts in the series:

  1. Linear Regression
  2. Logistic Regression
  3. Neural Networks
  4. The Bias v.s. Variance Tradeoff
  5. Support Vector Machines
  6. K-means Clustering
  7. Dimensionality Reduction and Recommender Systems
  8. Principal Component Analysis
  9. Recommendation Engines

Here my pythonic playground about K-means Clustering.
The code below was originally written in matlab for the programming assignments of Andrew Ng’s Machine Learning course on Coursera.
I had some fun translating everything into python!
Find the full code here on Github and the nbviewer version here.

by Francesco Pochetti