369. Batch Prediction VS Online Prediction

Difference

The terms “online prediction” and “batch prediction” can be confusing. Both can make predictions for multiple samples or one sample at a time and can make predictions asynchronously(when online prediction leverages a real-time transport to send prediction requests to your model).

Here is a simplified overview of both architectures.

Reference

Designing Machine Learning Systems