Understanding the Distinctions: Machine Learning, Deep Learning, and Artificial Intelligence

the difference between artificial intelligence and machine learningWhile machine learning (ML), artificial intelligence (AI), and deep learning (DL) are often mentioned in the same breath, they each represent unique aspects within the broader landscape of computer science.

  • Artificial Intelligence is the overarching domain that covers a wide spectrum of technologies, including machine learning, neural networks, deep learning, natural language processing (NLP), and beyond.
  • Machine Learning delves into the realm of automated learning for machines, serving as a critical component of artificial intelligence.
  • Deep Learning focuses on advanced machine learning techniques, leveraging neural networks—a mathematical model inspired by the structure of human neurons.

Thus, while interconnected, these three fields are distinctly different from one another.

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