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K-Means clustering

K-Means clustering result showing three clusters with centroids — CBSE Class 11 AI unsupervised learning diagram
Posted inClass 11 AI Machine Learning

K-Means Clustering Algorithm Explained — CBSE Class 11 AI (Unit 6)

K-Means is the algorithm that brings unsupervised learning to life. Unlike KNN and linear regression — where the correct answers are already in the training data — K-Means is handed…
Posted by AI Skills India May 20, 2026
Three types of machine learning algorithms — supervised, unsupervised and reinforcement learning — diagram for CBSE students
Posted inClass 10 AI Class 11 AI Class 12 AI

Machine Learning Algorithms Explained — Complete Guide for CBSE AI (Class 10, 11 & 12)

Machine learning is one topic that appears in your CBSE AI syllabus across Class 10, 11, and 12 — yet most students treat it as three separate subjects instead of…
Posted by AI Skills India May 11, 2026

Recent Posts

  • MSE & RMSE Explained — Evaluation Metrics for CBSE Class 12 AI (Unit 2)
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  • K-Means Clustering Algorithm Explained — CBSE Class 11 AI (Unit 6)
  • K-Nearest Neighbors (KNN) Algorithm Tutorial — CBSE Class 11 AI (Unit 6)
  • Linear Regression Algorithm Explained — CBSE Class 11 AI (Unit 6)

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