Machine Learning Models

There are four major ML models:

Supervised Machine Learning Algorithms

  • Linear Regression
  • Logistic Regression
  • Random Forest
  • Gradient Boosted Trees
  • Support Vector Machines (SVM)
  • Neural Networks
  • Decision Trees
  • Naive Bayes
  • Nearest Neighbor

Semi-supervised Machine Learning Algorithms

  • Unsupervised Machine Learning Algorithms
  • k-means clustering
  • t-SNE (t-Distributed Stochastic Neighbor Embedding)
  • PCA (Principal Component Analysis)
  • Association rule

Reinforcement Machine Learning Algorithms

  • Q-Learning
  • Temporal Difference (TD)
  • Monte-Carlo Tree Search (MCTS)
  • Asynchronous Actor-Critic Agents (A3C)

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