How does MLOps relate to DevOps?

What’s the main risk of skipping model monitoring in production?

Which deployment strategy allows you to route a small percentage of live traffic to a new model version while the rest continues using the old version?

What role does a “model registry” serve in an MLOps workflow?

What is the main purpose of a watermark in Spark Structured Streaming?

What is the key difference between virtualization and containerization?

What is the primary role of the streaming platform (e.g. Apache Kafka)?:

Which of the following is a desirable trait commonly genetically engineered into plant?

Cover Songs: Play the 2 versions of the same song below. Compare and contrast at least 4 musical elements for each version that create their particular style. Name the rock sub-genre you would classify for each (as studied in class from the textbook) .

Number of Cookies Total Utility 0 0 1 10 2 22 3 36 4 47 Use the table to answer the following question.  The marginal utility of eating 2 cookies from 1 cookie is