Deploy models for batch inference and prediction

This article describes what Databricks recommends for batch inference.

See Perform batch inference using a Spark DataFrame for a step-by-step guide through the model inference workflow using Spark.

For deep learning model inference examples see the following articles:

• Model inference using TensorFlow and TensorRT
• Model inference using PyTorch