Machine learning ek aisa computer science shakha hai jahan par computers ko sikhne ki kshamata pradan ki jati hai. Isme, computers ko data se sikhne ki anumati hoti hai, aur ve is data ke adhar par vyavhar kar sakte hain. Yeh prakriya hamare jivan mein rojmarra ki vyavasthaon mein bhi samvedansheel hai.
Machine learning ka mukhya uddeshya hai ki computers ko data se sikhne aur samajhne ki kshamata di jati hai, jisse ve naye prashankriyaon ka samadhan nikal sakte hain. Iske liye, machine learning models ko data di jati hai, aur ve is data ko istemal karke behtar vyavhar karne ki koshish karte hain.
Ek sadharan tarike se samjhne ke liye, sochiye ki machine learning model ek vidyarthi hai jo khel khelte samay galtiyan karti hai, lekin har baar se kuch naya sikhti hai. Is tarah se, machine learning model bhi data se sikhkar vyavhar ko sudharne ki koshish karta hai.
Machine learning mein kai prakar ke upayog hote hain, jaise ki vyavsayik data analysis, svayam chalne wale caron ko sudharit karna, bhasha anuvad, aur samasyaon ka samadhan nikalna.
Ek mahatvapurna hissa hai "supervised learning," jisme computers ko labeled data di jati hai, yani har prashna ka sahi uttar pahle se pata hota hai. Uske baad, computer sikhne ki koshish karta hai, taki naye prashankriyaon ka samadhan nikal sake.
Machine learning hamare jivan ko saral aur samriddh banane mein madadgar hota hai, aur yeh hamare samay ki technology ka mahatvapurna hissa hai. Isse hamare jivan mein suvidha aur sudhar aati hai, aur yeh ek aisa shakti hai jo bhavishya mein aur adhik mahatvapurna ho sakti hai.