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Transfer Learning

AI/ML Fundamentals

Reusing pre-trained model for new task

What is Transfer Learning?

Start with model trained on large dataset, fine-tune for specific task. Saves time and data.

Real-World Examples

  • Using ImageNet-trained CNN for medical images
  • Fine-tuning BERT for sentiment analysis

When to Use This

When you have limited data or compute for training from scratch

Related Terms

Learn more about concepts related to Transfer Learning