What are some advanced techniques for training AI models?

What are some advanced techniques for training AI models?

Some advanced techniques include transfer learning, reinforcement learning, and data augmentation.

Can you explain transfer learning in more detail?

Transfer learning involves taking a pre-trained model and fine-tuning it on a new, related task, which saves time and resources.

What is reinforcement learning and how does it work?

Reinforcement learning is a type of machine learning where an agent learns to make decisions by receiving rewards or penalties for its actions.

How does data augmentation improve model performance?

Data augmentation artificially increases the size of the training dataset by creating modified versions of existing data, helping to prevent overfitting.