Question 198 of 280
Single answerYou are developing a process for training and running your custom model in production. You need to be able to show lineage for your model and predictions. What should you do?
A1. Create a Vertex AI managed dataset.
2. Use a Vertex AI training pipeline to train your model.
3. Generate batch predictions in Vertex AI.
2. Use a Vertex AI training pipeline to train your model.
3. Generate batch predictions in Vertex AI.
B1. Use a Vertex AI Pipelines custom training job component to tram your model.
2. Generate predictions by using a Vertex AI Pipelines model batch predict component.
2. Generate predictions by using a Vertex AI Pipelines model batch predict component.
C1. Upload your dataset to BigQuery.
2. Use a Vertex AI custom training job to train your model.
3. Generate predictions by using Vertex Al SDK custom prediction routines.
2. Use a Vertex AI custom training job to train your model.
3. Generate predictions by using Vertex Al SDK custom prediction routines.
✓D1. Use Vertex AI Experiments to train your model.
2. Register your model in Vertex AI Model Registry.
3. Generate batch predictions in Vertex AI.
2. Register your model in Vertex AI Model Registry.
3. Generate batch predictions in Vertex AI.
✓
Correct Answer: D
1. Use Vertex AI Experiments to train your model.<br> 2. Register your model in Vertex AI Model Registry.<br> 3. Generate batch predictions in Vertex AI.
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Explanation
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