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An Overview of Machine Learning Algorithms

  • Machine Learning (ML) is a branch of artificial intelligence (AI) that focuses on building systems capable of learning and improving from experience.
  • Algorithms can be categorized into Supervised Learning, Unsupervised Learning, Semi-Supervised Learning, and Reinforcement Learning.
  • Supervised learning algorithms learn from labeled datasets, meaning each data point is paired with the correct output.
  • Key algorithms in classification include Naive Bayes, Logistic Regression, K-Nearest Neighbor (KNN), and more.

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