Machine learning ek aisa computational vigyan hai jisme hum computers ko sikhane ki prakriya ko samjhte hain. Isme, computers ko data se sikhne aur samajhne ki kshamata prapt hoti hai, taki ve naye prashankriyaon ka samadhan nikal sakein. Yeh ek prakar ki artificial intelligence (AI) hai jo hamare jeevan mein vyapak roop se upayog hoti hai.
Machine learning ka mukhya lakshya hai ki computers ko data se sikhne aur us data ke adhar par vyavhar karne ki kshamata prapt ho. Is prakriya mein, machine learning models ko data di jati hai, aur ve is data ko samjhkar aur naye tarike se karyanvayan karke behtar roop se vyavhar karne ki koshish karte hain.
Ek sadharan udaharan ke taur par, sochiye ki machine learning model ek vidyarthi hai jo khelte-khelte galtiyan karta hai, lekin har galti se kuch naya sikhta hai. Is tarah se, machine learning model bhi data se sikhkar aur anubhav se vyavhar ko sudharne ki koshish karta hai.
Machine learning ka vyavsayik upayog anek kshetron mein hota hai, jaise vyavsayik data analysis, svayam chalne wale caron ko sudharit karna, bhasha anuvad, aur samasyaon ka samadhan nikalna. Is prakar se, machine learning hamare jeevan ko saral aur sudharit banane mein sahayak hoti hai.
Supervised learning, unsupervised learning, aur deep learning jaise prakar hote hain, jo machine learning ke mukhya pakhsh hain. Yeh prakriyaen computers ko alag-alag tariko se sikhane mein madad karti hain.
Ant mein, machine learning ek aisa kshetra hai jo hamare jeevan mein din-prati-din prabhavit kar raha hai aur hamari samajh ko anukool banane mein madadgar hai. Yeh AI ki disha mein naye darwaje kholti hai aur hamare bhavishya mein aur adhik mahatvapurna ho sakti hai.