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Machine Learning and Deep Learning Paradigms

Artificial Intelligence · Chapter 4 · Unit 2: Different Paradigms of AI - Neural Networks, Machine Learning, Deep Learning

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Topics 4

  1. Machine learning: learning from data to predict or decide without explicit programming
  2. Decision tree example: predicting house prices from size, location and number of bedrooms
  3. Deep learning: deep neural networks for image and pattern recognition
  4. Convolutional neural networks for classifying images (e.g. cat, dog, bird)