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Learn about k-Nearest Neighbour (k-NN) Regression in this 12-minute video from NPTEL-NOC IITM. Explore the differences between parametric and non-parametric machine learning models, and dive into the k-NN regression algorithm, including its underlying assumptions, detailed description, advantages, and limitations. Gain a comprehensive understanding of this important non-parametric regression technique used in machine learning.
