Difference between revisions of "Learning Techniques"
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[http://www.google.com/search?q=Advanced+Learning+Model+deep+machine+ML ...Google search] | [http://www.google.com/search?q=Advanced+Learning+Model+deep+machine+ML ...Google search] | ||
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| − | + | * [http://machinelearningmastery.com/types-of-learning-in-machine-learning/ 14 Different Types of Learning in Machine Learning | Jason Brownlee - Machine Learning Mastery] | |
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| − | + | Learning Problems: | |
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| − | Statistical Inference | + | * Supervised Learning |
| + | * Unsupervised Learning | ||
| + | * Reinforcement Learning | ||
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| + | Hybrid Learning Problems: | ||
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| + | * Semi-Supervised Learning | ||
| + | * Self-Supervised Learning | ||
| + | * Multi-Instance Learning | ||
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| + | Statistical Inference: | ||
7. Inductive Learning | 7. Inductive Learning | ||
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9. Transductive Learning | 9. Transductive Learning | ||
| − | Learning Techniques | + | Learning Techniques: |
* [[Active Learning]] | * [[Active Learning]] | ||
Revision as of 10:31, 8 December 2019
YouTube search... ...Google search
Learning Problems:
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
Hybrid Learning Problems:
- Semi-Supervised Learning
- Self-Supervised Learning
- Multi-Instance Learning
Statistical Inference:
7. Inductive Learning 8. Deductive Inference 9. Transductive Learning
Learning Techniques:
- Text Transfer Learning
- Image/Video Transfer Learning
- Few Shot Learning
- Transfer Learning a model trained on one task is re-purposed on a second related task
- Ensemble Learning
- Multi-Task Learning (MTL)
- Apprenticeship Learning - Inverse Reinforcement Learning (IRL)
- Imitation Learning
- Simulated Environment Learning
- Lifelong Learning - Catastrophic Forgetting Challenge
