How can I optimize my AI model for better performance?

How can I optimize my AI model for better performance?

To optimize your AI model, consider techniques like hyperparameter tuning, feature selection, and model pruning.

What is hyperparameter tuning and how do I do it?

Hyperparameter tuning involves adjusting the parameters that govern the training process. You can use methods like grid search or random search.

Are there specific tools for hyperparameter tuning?

Yes, popular tools include Optuna, Hyperopt, and Scikit-learn's GridSearchCV.

How do I know if my model is optimized?

You can evaluate your model's performance using metrics like accuracy, precision, recall, and F1 score on a validation set.