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Machine Learning Algorithms: What They Do, the Math Behind Them, and When to Use Them

  • Artificial Intelligence (AI) aims to create machines that can perform tasks requiring human intelligence.
  • Machine Learning (ML) allows machines to learn from data, like Netflix recommending movies based on viewing habits.
  • Deep Learning (DL) is a subset of ML that uses neural networks to analyze complex data like images, speech, or text.
  • Neural networks, a key part of Deep Learning, mimic the working of a brain and are effective for handling high-dimensional data.

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