How can I improve the performance of my AI model?

How can I improve the performance of my AI model?

To improve your AI model's performance, consider optimizing your data preprocessing, tuning hyperparameters, and using more advanced algorithms.

What specific hyperparameters should I focus on?

Key hyperparameters to tune include learning rate, batch size, and the number of layers in your neural network.

How do I know if my model is overfitting?

You can check for overfitting by comparing the training and validation loss; if the training loss decreases while validation loss increases, it's a sign.

What techniques can I use to prevent overfitting?

Techniques to prevent overfitting include using dropout, regularization, and early stopping during training.