Machine Learning
536 learners
K-means Clustering Decoded
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.
MatPlotLib
Numpy
Python
Scikit-learn
4 lessons
12 practices
2 hours
Machine Learning Model Development
Lessons and practices
Spectral Clustering of Stars
Mystery Glitch in the Iris Galaxy
Cluster Centroids Initialization
Visualizing Iris Clusters with K-means and Matplotlib
Color Remix in Cluster Visualization
Painting Clusters in Space
Visualizing Clusters with K-Means and Rand Index Evaluation
Adjusting the Number of Clusters in KMeans
Measuring the Cluster Performance
Visualizing K-means Clustering on an Iris-like Dataset
Plotting the Cosmos: Add the K-means Visualization
Charting the Course with K-Means Clustering
Meet Cosmo:
The smartest AI guide in the universe
Our built-in AI guide and tutor, Cosmo, prompts you with challenges that are built just for you and unblocks you when you get stuck.

Join the 1M+ learners on CodeSignal
Be a part of our community of 1M+ users who develop and demonstrate their skills on CodeSignal