Unlock the secrets of K-means clustering, the backbone of unsupervised learning. You will group data into clusters, identify cluster centroids, and refine cluster quality.
Overview
Syllabus
- Lesson 1: Mastering K-means Clustering with Python: From Theory to Practical Implementation
- Lesson 2: Visualizing K-means Clustering on an Iris Dataset with Matplotlib
- Lesson 3: Mastering K-means Clustering and the Rand Index with Python
- Lesson 4: Mastering K-means Clustering: Selection of Clusters and Centroid Initialization
