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Types of Machine Learning algorithms

  • Supervised
  • Unsupervised

  • Reinforcement Learning (RL)

  • Semi-Supervised Learning (aka. Weak supervision) - uses some labeled data and some unlabeled data.
  • Self-Supervised Learning (SSL) - self-supervised models generate implicit labels from unstructured data.
  • Self-Supervised Learning