Machine learning algorithms
- Supervised learning
- Unsupervised learning
- Others being Reinforcement learning
- Supervised learning:
In supervised learning the data is a pre-classified one ie., x->y. Here the problem is "given 'x' we need to predict 'y' "
In unsupervised learning we have no idea what our results should look like ie., we know only "x"
Ex: Problem statement - Basket of fruits to arrange the same type of fruits at one place.
In the above problem statement what is supervised learning? and unsupervised learning?
Supervised -- Arranging same type of fruits at one place knowing what are all the fruits
Unsupervised -- Arranging same type of fruits at one place without knowing the fruits and first time we are seeing
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