What are the different types of training datasets used in AI?

What are the different types of training datasets used in AI?

There are several types of training datasets, including labeled, unlabeled, semi-supervised, and reinforcement learning datasets.

Can you explain labeled and unlabeled datasets?

Sure! Labeled datasets have input-output pairs, while unlabeled datasets only have inputs without corresponding outputs.

What about semi-supervised datasets?

Semi-supervised datasets contain a small amount of labeled data and a large amount of unlabeled data, combining both approaches.

And what are reinforcement learning datasets?

Reinforcement learning datasets are generated through interactions with an environment, where an agent learns by receiving rewards or penalties.