Supervised Learning is a kind of Machine Learning in which we have algorithms that learn from labelled dataset in which answers are already given and the algorithms try to determine a relationship between data and result to be able to make predictions.
I recommend this Machine Learning Course by Intellipaat to learn Machine Learning.
Also, watch this video on Machine Learning:
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