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Answer: 1. Use Vertex AI Experiments to train your model. 2. Register your model in Vertex AI Model Registry. 3. Generate batch predictions in Vertex AI.
The correct answer is D. Vertex AI Experiments helps you track and analyze different model architectures, hyperparameters, and training environments. It enables detailed tracking of the steps, inputs, and outputs of an experiment run, which is essential for showing lineage for your model and predictions. Additionally, registering your model in the Vertex AI Model Registry ensures that the model’s version and lineage can be tracked over time. Generating batch predictions in Vertex AI ensures that the prediction outputs are consistent and traceable.
Author: LeetQuiz Editorial Team
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You are developing a process for training and running your custom machine learning model in a production environment. Ensuring you can trace the lineage of your model and its predictions is crucial for model management and compliance. What steps should you follow to achieve this?
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