Exam Certified Machine Learning Professional topic 1 question 58 discussion

Databricks REST APIs allow users to programmatically manage various aspects of your Databricks workspace, including creating and managing jobs. By using the Databricks REST APIs, the machine learning engineer can automate the creation of a new Databricks Job whose schedule depends on the results of automated tests in a machine learning pipeline. Doc: https://docs.databricks.com/api/workspace/introduction

The answer is E. Databricks REST APIs. Explanation: While MLflow offers APIs for model management and tracking, and AutoML provides automation for machine learning tasks, neither directly supports programmatic job creation. The Databricks REST APIs, however, provide comprehensive functionality for interacting with Databricks workspace resources, including creating and managing jobs.