What should you do?

As the lead ML Engineer for your company, you are responsible for building ML models to digitize scanned customer forms. You have developed a TensorFlow model that converts the scanned images into text and stores them in Cloud Storage. You need to use your ML model on the aggregated data collected at the end of each day with minimal manual intervention.

What should you do?
A . Use the batch prediction functionality of Al Platform
B . Create a serving pipeline in Compute Engine for prediction
C . Use Cloud Functions for prediction each time a new data point is ingested
D . Deploy the model on Al Platform and create a version of it for online inference.

View Answer

Answer: A

Explanation:

https://cloud.google.com/ai-platform/prediction/docs/batch-predict