The four main types of machine learning are:
This computer science problem involves algorithmic thinking and programming concepts. The solution below explains the approach, logic, and implementation step by step.
ScanSolve AI Answer
The four main types of machine learning are:
Supervised learning: Uses labeled datasets to train algorithms that classify data or predict outcomes accurately.
Unsupervised learning: Uses unlabeled datasets to discover hidden patterns or data groupings without human intervention.
Semi-supervised learning: Combines a small amount of labeled data with a large amount of unlabeled data during training.
Reinforcement learning: Trains algorithms to make decisions by performing actions in an environment to maximize a cumulative reward.
Therefore, the correct option is:
a) Supervised learning, unsupervised learning, semi-supervised learning, reinforcement learning
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