
Databricks Certified Machine Learning - Associate
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Consider a scenario where you need to update the Python libraries on a Databricks cluster that is currently running a production machine learning model. The cluster uses the Databricks Runtime for Machine Learning and currently has TensorFlow 1.15 installed. A new version of TensorFlow, version 2.4, has been released and is required for a new project. Describe the steps you would take to update the TensorFlow library on this cluster while minimizing downtime and ensuring that the production model continues to run without interruption.
Consider a scenario where you need to update the Python libraries on a Databricks cluster that is currently running a production machine learning model. The cluster uses the Databricks Runtime for Machine Learning and currently has TensorFlow 1.15 installed. A new version of TensorFlow, version 2.4, has been released and is required for a new project. Describe the steps you would take to update the TensorFlow library on this cluster while minimizing downtime and ensuring that the production model continues to run without interruption.
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