Question $4$ Theory $(15$ marks$)$

$($a$)$ Explain the difference Between Classification and Regression in Machine learning. $(6$ marks$)$

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$($b$)$ What is Reinforcement learning? State what is the difference between Reinforcement learning and Supervised learning. List any $3$ applications of Reinforcement Learning. $(9$ marks$)$