You are responsible for deploying a machine learning model in a Databricks environment. The deployment involves training the model, evaluating its performance, and serving predictions. Each step has dependencies on the previous steps. Describe how you would configure this deployment as a Databricks job.

Simulated

Create a single notebook that includes all steps, execute the notebook as a job, and handle dependencies within the notebook code.

2.5%

Create a multi-task job with separate tasks for each step, configure task dependencies to enforce the sequence, and use shared storage for data exchange between tasks.

92.0%

Schedule each step as a separate job, manually trigger each job based on the completion of the previous step.

3.4%

Combine all steps into a single Python script, upload the script to Databricks, and run it as a job.

2.1%

Databricks Certified Data Engineer - Professional

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