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Types of Machine Learning Machine Learning is divided into three main types based on how the algorithm learns from the data: SupervisedLearning In supervisedlearning , the algorithm is trained on labelled data. The model learns from the input-output pairs and predicts outcomes for new data.
Machine LearningSupervisedLearning includes algorithms like linear regression, decision trees, and support vector machines. Unsupervised Learning techniques such as clustering and dimensionality reduction to discover patterns in data. billion by 2034 , there is an apparent demand for skilled experts.
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