Connoriginal/AI2021

Hanyang University Erica CSE4007

AI2021

Hanyang University Erica CSE4007

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Supervised Learning

• Basic models
  • Logistic regression
• Classification models
  • KNN, Decision Tree, SVM
• Neural Network
  • Multi-Layer Perceptron
• Recommender System
  • Matrix Factorization
  • Neural Collaborative Filtering (https://arxiv.org/pdf/1708.05031.pdf)

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Unsupervised Learning

• Clustering
  • K-means, Hierarchical,DBSCAN
• Visualization
  • PCA, t-SNE

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Reinforcement Learning

• Q-Learning