Types of Learning in ML(3) - 학습 기술(learning tecnique)에 따른 분류

Learning Problems
1. Supervised Learning
2. Unsupervised Learning
3. Reinforcement Learning
4. Hybrid Learning

Statistical Inference
5. Inductive Learning
6. Deductive Learning
7. Transductive Learning

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📌 Learning Techniques
8. Multi-task Learning
9. Active Learning
10. Online Learning
11. Transfer Learning
12. Ensemble Learning

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Learning Techniques

8. Multi-task Learning

Multi-task learning: supervised learning의 일종으로, 하나의 데이터셋을 이용해 multiple task를 학습시키는 것.

9. Active Learning

10. Online Learning

11. Transfer Learning

12. Ensemble Learning