Databricks Certified Machine Learning - Associate
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You are setting up a new Databricks environment for a machine learning project and need to ensure that the Databricks Runtime for Machine Learning is configured correctly. Additionally, you need to install a specific Python library that is not available in the default environment. What steps should you take to achieve this?
Explanation:
Option C is the most efficient and scalable approach. It allows you to install the library at the cluster scope using the Databricks Library management system, ensuring that it is available to all notebooks without the need for manual installation in each one. This approach is preferable to using init scripts or custom runtimes, which may be more complex and less flexible.