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what is machine learning

Machine Learning (ML) is a part of Artificial Intelligence where computers learn from data and improve their performance without being explicitly programmed.

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Define Supervise Machine Learning

Define Supervise Machine Learning

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Unsupervised Learning

• Finds patterns without labels

• Example: grouping similar customers

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Reinforcement Learning

• Learns by trial and error (rewards & punishments)

• Example: training a robot or game AI

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KNN

KNN stands for K-Nearest Neighbors.
It works by finding the closest data points (neighbors) to a new input and deciding the result based on them.