Difference between AI, Machine Learning, and Deep Learning

 Following are the differences and definitions highlighted between the three :

  • Artificial Intelligence (AI): AI is the overarching concept of machines performing tasks that we consider "intelligent." AI includes a wide range of techniques, including both machine learning and deep learning, that enable machines to simulate human intelligence.
     
  • Machine Learning: A subset of AI, machine learning development uses algorithms to process data, learn from it, and make decisions or predictions based on those insights. 
    It is foundational to Machine Learning Development, allowing systems to adapt to new data.
     
  • Deep Learning: Deep learning is a specialized area within machine learning that utilizes artificial neural networks. Inspired by the human brain’s structure, deep learning algorithms learn data representations at multiple levels, making them especially effective for complex data tasks like image recognition and natural language processing.

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