Types of Machine Learning Systems:

  1. Supervised Learning
  2. Unsupervised Learning
  3. Semi-supervised learning
  4. Reinforcement Learning
  5. Batch learning
  6. Online learning
  7. Instance-based learning
  8. Model-based learning
  1. Supervised Learning:
  • k-Nearest Neighbors
  • Linear Regression
  • Logistic Regression
  • Support Vector Machines (SVMs)
  • Decision Trees and Random Forests
  • Neural networks
  • Clustering:
  • Anomaly detection and novelty detection:
  • Visualization and dimensionality reduction:
  • Association rule learning:
  • — Apriori
  • — Eclat

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