Beginner
Artificial Intelligence & Machine Learning
Q21 / 100
What is transfer learning?
Correct! Well done.
Incorrect.
The correct answer is B) Reusing a model pre-trained on a large dataset as a starting point for a new task, saving training time and requiring less task-specific data
B
Correct Answer
Reusing a model pre-trained on a large dataset as a starting point for a new task, saving training time and requiring less task-specific data
Explanation
Pre-trained models (ImageNet-trained CNNs, BERT, GPT) capture general knowledge. Fine-tuning adapts them to specific tasks with small datasets. Reduces training time from days to hours.
Progress
21/100