What are some advanced techniques for fine-tuning AI models?

What are some advanced techniques for fine-tuning AI models?

Some advanced techniques include transfer learning, hyperparameter optimization, and using ensemble methods.

Can you explain transfer learning in more detail?

Transfer learning involves taking a pre-trained model and adapting it to a new, but related, task, which saves time and resources.

What is hyperparameter optimization?

Hyperparameter optimization is the process of tuning the parameters that govern the training process to improve model performance.

How do ensemble methods work?

Ensemble methods combine multiple models to improve accuracy and robustness, often using techniques like bagging or boosting.