Types of Learning in ML(1) - 학습 문제 유형(learning problem)에 따른 분류

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

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

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

Learning Problems

1. Supervised Learning

2. Unsupervised Learning

3. Reinforcement Learning

4. Hybrid Learning

여러 가지 학습 방식을 혼합하거나 중간적인 형태를 취하는 학습 방법

4-1. Semi-supervised Learning(준 지도 학습)

4-2. Self-supervised Learning(자가 지도 학습)

4-3. Multi-instance Learning(다중 인스턴스 학습)

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references
What is hybrid machine learning?