# Batch Learning

> Source: https://sukruyusufkaya.com/en/glossary/toplu-ogrenme
> Updated: 2026-05-13T21:01:06.498Z
> Type: glossary
> Category: yapay-zeka-temelleri
**TLDR:** A learning approach in which the model is trained on a fixed dataset in batches and updated periodically.

<p>Batch learning is one of the most common operating modes in traditional machine learning workflows. The model is trained on the data available at a given point in time and then retrained periodically when needed. This approach is preferred especially in environments where data does not change too rapidly, quality control matters, and model management is expected to remain predictable. Batch learning often provides more stable, trackable, and auditable training processes. For that reason, although it may seem slower than online learning, it is often operationally safer in enterprise contexts.</p>