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Supervised learning Supervised learning means guided learning by âteacherâ; requires a training set which consists of input vectors and a target vector associated with each input vector Supervised learning system: â¢feedforward â¢functional link â¢product unit â¢Recurrent â¢Time delay âLearning experience in our childhoodâ As a child, we learn about various things (input) when we see them and simultaneously are told (supervised) about their names and the respective functionalities (desired response).