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What is Machine Learning?

  • Machine learning is a subset of Artificial Intelligence that enables computers to learn from data, identify patterns, and make decisions without explicit programming.
  • Machine learning differs from traditional programming as it can handle tasks like recognizing images, which are too complex for rule-based programming.
  • There are three types of machine learning: Supervised Learning, Unsupervised Learning, and Reinforcement Learning.
  • Steps involved in a machine learning project include problem identification, data collection, data cleaning, model selection, training, evaluation, tuning, and deployment.

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