anmol
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avdvh.bsky.social
anmol
@avdvh.bsky.social
code, coffee, minimalistic, sarcastic, explorer.
1/ What is Unsupervised Learning?
A machine learning approach where models find patterns in unlabeled data without predefined outputs. It discovers hidden structures, clusters, or relationships. Key applications: clustering, anomaly detection, dimensionality reduction.
February 11, 2025 at 1:30 PM
2/ How It Works
The model is trained on input-output pairs.
It identifies patterns and learns a function that generalizes to unseen data.
Performance is measured using metrics like accuracy, mean squared error, precision, and recall.
February 10, 2025 at 6:07 AM