Batch and offline learning

Batch learning is a type of machine learning that requires a "complete" dataset for training and cannot be trained incrementally, in contrast to online learning. Batch learning is often referred to as offline learning because model training is performed in non-production environments (hence they are "offline").

Broader Topics Related to Batch and Offline Learning

Types of Machine Learning

An overview of the types of machine learning

Batch and Offline Learning Knowledge Graph