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What is Machine Learning? A Beginner’s Journey Through the World of Smart Algorithms

  • Machine Learning is the process of teaching machines to learn from data and make decisions or predictions without being explicitly programmed.
  • There are several types of Machine Learning methods, including Supervised Learning, Unsupervised Learning, Semi-Supervised Learning, and Reinforcement Learning.
  • Supervised Learning involves training the model using labeled examples with correct output, while Unsupervised Learning deals with finding structure or patterns in unlabeled data.
  • Semi-Supervised Learning and Reinforcement Learning combine aspects of labeled and unlabeled data for training models through smaller data sets or trial and error, respectively.

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