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AI, Machine Learning Notes

Jargon​

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ML vs AI​

Deep learning is a subset of machine learning, which is itself a subset of artificial intelligence.

AI includes components beyond just machine learning, such as natural language processing, computer vision, and robotics.

  • Artificial Intelligence (AI): This is the biggest circle. It refers to any machine or software that mimics human cognitive functions—like problem-solving, reasoning, and learning.
  • Machine Learning (ML): This is a specialized circle inside AI. Instead of a human writing every single rule (if-then statements), the machine uses statistical models to learn patterns from data and make predictions.
  • Deep Learning (DL): A smaller circle inside ML that uses Neural Networks (like a digital brain) to handle massive, complex data like photos and speech

Machine Learning vs Deep Learning​

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