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AI vs ML

AI

  1. ML
  2. NLP
  3. Vision
  4. Speech
  5. Robotics
  6. Expert System

ML

  • SupervisedLearning
    1. Regression
      • Linear
      • Polynominal
    2. Classification
      • KNN
      • SVM
      • NaiveBayse
      • Decision Tree
  • UnsupervisedLearning
    1. Clustering
      • KMeans
      • DBScan
      • MeanShift
      • FuzzyCMean
      • Agglomerative
    2. DimensionReduction (Generalization)
      • LDA
      • PCA
      • SVD
      • LSA
      • TSNE
    3. Pattern Search
      • Apriori
      • FPGrowth
  • EnsembleMethods
    1. Bagging
      • RandomForest
    2. Stacking
    3. Boosting
  • ReinforcmentLearning
    1. A3C
    2. SARSA
    3. QLearning
    4. GeneticAlgorithm
    5. DeepQNetwork (DQN)
  • NeuralNetwork (NN)
    1. CNN
    2. DNN

Game Theory?

  • Prisoner's dilemma
  • ...