Machine learning ek aisa kshetra hai jahan par computers ko sikhne ki kshamata prapt hoti hai, jisse ve data se anubhav prapt kar sakte hain aur naye tarike se samasyaon ka samadhan nikal sakte hain. Yeh ek prakar ki artificial intelligence (AI) hai jo hamare jivan mein vyapak roop se prabhavit kar rahi hai.
Machine learning ka mool uddeshya hai ki computers ko data se sikhna aur samajhna ho, taki ve aane wale samay mein us data ke adhar par behtar vyavhar kar saken. Is prakriya mein, machine learning models ko data di jati hai, aur ve is data se sikh kar naye tarike se vyavhar karne ki koshish karte hain.
Ek sadharan udaharan ke taur par, sochiye ki machine learning model ek vidyarthi hai jo khel khelte samay galtiyan karti hai, lekin har galti se kuch naya sikhti hai. Is prakar se, machine learning model bhi data se sikh kar vyavhar ko sudharne ki koshish karta hai.
Machine learning ka vyavsayik upayog anek kshetron mein hota hai, jaise vyavsayik data analysis, swayanvash caron ko sudharit karna, bhasha anuvad, aur samasyaon ka samadhan nikalna. Is prakar se, machine learning hamare jivan ko suvidha aur unnati dene mein sahayak hoti hai.
Ek mahatvapurna hissa hai "supervised learning," jisme computer 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.
Ant mein, machine learning ek aisa shakti hai jo hamare samay ki technology ka mahatvapurna hissa hai. Isse hamare jivan ko saral aur samriddh banane mein madad milti hai, aur yeh AI ki disha mein naye darwaje kholti hai. Isiliye, machine learning ek aisa kshetra hai jo hamare samay ki sabse mahatvapurna takneekon mein se ek hai.