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How Machine Learning Works: A Simple Explanation for Beginners

  • Machine learning is about teaching computers to recognize patterns in data without explicitly programming them for every possible scenario.
  • The process starts with a dataset, which can be of different types and quality.
  • To teach the computer to recognize patterns, a machine learning algorithm is used. These algorithms fall into three main categories: supervised, unsupervised, and reinforcement learning.
  • Supervised learning involves training a model using labeled data with a known answer.

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