What is Machine learning?Machine learning kya hai?

🧸 Think of it likeAise samjho

Like learning to spot ripe mangoes by looking at hundreds of them, instead of someone writing you a rule book.Jaise sau mango dekh kar pakka aam pehchaanna seekhna, kisi ke rule book likh kar dene ki jagah.

📘 ExplainedVistaar se

You give a learning algorithm data (features and, for supervised learning, labels); it finds a function that predicts well on new data. Main types are supervised (predict a known target), unsupervised (find structure) and reinforcement learning (learn from rewards). Deep learning is machine learning with large neural networks.Learning algorithm ko data dete ho (features aur, supervised learning mein, labels); woh aisa function dhoondhta hai jo naye data pe accha predict kare. Main types: supervised (known target predict karna), unsupervised (structure dhoondhna) aur reinforcement learning (rewards se seekhna). Deep learning bade neural networks ke saath machine learning hai.

💡 Real exampleAsli example

Learning to predict house prices from thousands of past sales.Hazaaron purani bikri se ghar ki keemat predict karna seekhna.

📖 Learn it step by stepStep by step seekho

• What is AI? AI vs ML vs Deep Learning vs GenAIAI kya hai? AI vs ML vs Deep Learning vs GenAI
• How machines learn: features, labels and trainingMachines kaise seekhti hain: features, labels aur training

🔗 Related termsJude hue shabd

• AIComputer systems that do things we'd normally call smart: understand language, recognise images, make decisions.Aise computer systems jo woh kaam karte hain jinhe hum samajhdaari kehte: bhasha samajhna, images pehchaanna, faisle lena.
• Deep learningMachine learning with neural networks of many layers, great for images, speech and text.Kai layers wale neural networks ke saath machine learning, images, awaaz aur text ke liye badhiya.
• Supervised learningLearning from examples that come with the correct answers (labels).Aise examples se seekhna jinke saath sahi jawaab (labels) hote hain.