Machine learning ek aisa takneek hai jisme computers ko sikhne ki kshamata milti hai. Isme, computers ko data se sikhne aur samajhne ki anumati hoti hai, aur is sikhne ka upayog unke vyavhar mein sudhar karne ke liye hota hai. Yeh ek prakar ki artificial intelligence (AI) hai jo hamare samay ki digital yug mein mahatvapurna hai.
Machine learning ka mukhya uddeshya hai ki computers ko data se sikhne aur samajhne ki kshamata milti hai, taki ve aane wale samay mein us data ka istemal karke behtar vyavhar kar saken. Is prakriya mein, machine learning models ko data di jati hai, aur ve is data ko samjhkar aur naye tarike se vyavhar karke behtar roop se kaam 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 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, swayanvash caron ko sudharit karna, bhasha anuvad, aur samasyaon ka samadhan nikalna. Is prakar se, machine learning hamare jivan ko suvidha aur samriddhi dene mein madadgar hoti hai.
Machine learning mein mukhya roop se tin prakar hote hain: supervised learning, unsupervised learning, aur deep learning. Har prakar apne upayog aur karyon mein alag hai, aur ve computers ko alag-alag tarikon se sikhane mein sahayak hote hain.
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 hamari samajh ko naye aur adhik mahatvapurna kshetron mein le jati hai.