Difference between revisions of "Learning Techniques"
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<b>Other types of Learning Techniques:</b> | <b>Other types of Learning Techniques:</b> | ||
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| − | * | + | * [[Transfer Learning]] a model trained on one task is re-purposed on a second related task |
| − | * [[Text Transfer Learning]] | + | ** [[Text Transfer Learning]] |
| − | * [[Image/Video Transfer Learning]] | + | ** [[Image/Video Transfer Learning]] |
* [[Few Shot Learning]] | * [[Few Shot Learning]] | ||
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* [[Ensemble Learning]] | * [[Ensemble Learning]] | ||
* [[Multi-Task Learning (MTL)]] | * [[Multi-Task Learning (MTL)]] | ||
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* [[Simulated Environment Learning]] | * [[Simulated Environment Learning]] | ||
* [[Lifelong Learning]] - Catastrophic Forgetting Challenge | * [[Lifelong Learning]] - Catastrophic Forgetting Challenge | ||
| + | * [[Active Learning]] | ||
| + | * [[Online Learning]] | ||
Revision as of 13:59, 8 December 2019
YouTube search... ...Google search
- 14 Different Types of Learning in Machine Learning | Jason Brownlee - Machine Learning Mastery
- Natural Language
Learning Problems: three main types of learning problems in machine learning
Hybrid Learning Problems: The lines between unsupervised and supervised learning is blurry, and there are many hybrid approaches that draw from each field of study.
Other types of Learning Techniques:
- Transfer Learning a model trained on one task is re-purposed on a second related task
- Few Shot Learning
- Ensemble Learning
- Multi-Task Learning (MTL)
- Apprenticeship Learning - Inverse Reinforcement Learning (IRL)
- Imitation Learning
- Simulated Environment Learning
- Lifelong Learning - Catastrophic Forgetting Challenge
- Active Learning
- Online Learning
