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Types of Machine Learning Algorithms. Machine learning algorithms can be broadly divided into three categories: supervised learning, unsupervised learning, and reinforcement learning. Each type has distinct characteristics, and the choice of algorithm depends on the problem being solved and the available data. 1. Supervised Learning.
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