Can Anyone Give A Real Life Example Of Supervised Learning And Unsupervised Learning?
Answer : Supervised learning: You get a bunch of photos with information about what is on them and then you train a model to recognize new photos. You have a bunch of molecules and information about which are drugs and you train a model to answer whether a new molecule is also a drug. Unsupervised learning: You have a bunch of photos of 6 people but without information about who is on which one and you want to divide this dataset into 6 piles, each with the photos of one individual. You have molecules, part of them are drugs and part are not but you do not know which are which and you want the algorithm to discover the drugs. Supervised Learning: is like learning with a teacher training dataset is like a teacher the training dataset is used to train the machine Example: Classification: Machine is trained to classify something into some class. classifying whether a patient has disease or not classifying whether an email is spam or no...