AI dictionary · Machine learning
What is Unsupervised learning?Unsupervised learning kya hai?
Unsupervised learning: Finding structure in data that has no labels, like groups or unusual items.Bina labels wale data mein structure dhoondhna, jaise groups ya ajeeb items.
🧸 Think of it likeAise samjho
Like sorting a pile of photos into groups on your own, with nobody telling you what the groups should be.Photos ke dher ko khud groups mein baantna, bina kisi ke bataye ki groups kya hone chahiye.
📘 ExplainedVistaar se
Methods include clustering (customer segments), dimensionality reduction (simplifying many features) and anomaly detection (spotting unusual transactions). Results need human interpretation and are often used to explore data or create features.Tarike: clustering (customer segments), dimensionality reduction (bahut features ko simple karna) aur anomaly detection (ajeeb transactions pakadna). Results ko insaani samajh chahiye aur aksar data explore karne ya features banane mein use hote hain.
💡 Real exampleAsli example
Spotting a strange login pattern no one labelled as an attack yet.Aisa ajeeb login pattern pakadna jise abhi kisi ne attack label nahi kiya.
📖 Learn it step by stepStep by step seekho
🔗 Related termsJude hue shabd
Questions people ask
What is Unsupervised learning?
Finding structure in data that has no labels, like groups or unusual items. Methods include clustering (customer segments), dimensionality reduction (simplifying many features) and anomaly detection (spotting unusual transactions). Results need human interpretation and are often used to explore data or create features.
How can I understand Unsupervised learning in simple words?
Like sorting a pile of photos into groups on your own, with nobody telling you what the groups should be.
What is an example of Unsupervised learning?
Spotting a strange login pattern no one labelled as an attack yet.
Unsupervised learning ka matlab kya hai?
Bina labels wale data mein structure dhoondhna, jaise groups ya ajeeb items. Photos ke dher ko khud groups mein baantna, bina kisi ke bataye ki groups kya hone chahiye.
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