Important Terminologies in ML/AI

Entropy: It is the measure of the disorder / uncertainty / randomness in the information being processed. Our goal normally in machine learning is normally to reduce this. Mathematical formula of Entropy (sometime also represented as H): Distance Metric: Link1, Link2 Curse of dimensionality: Curse of dimensionality phenomena occurs in many domains inculding machine learning. …

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