Cloud Machine Learning Engineering and MLOps
Week 3 Quiz
1.
Question 1
What is MLOps?
You got it! DevOps and MLOps are a progression of best practices that include ML.
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2.
Question 2
What advantage does an AI API offer?
You got it! Using an AI API allows a company to leverage expert knowledge.
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3.
Question 3
What is a use case for Edge ML?
You got it! Edge devices may need to run on devices like drones.
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4.
Question 4
What is an advantage of small edge inference?
You got it! Use cases like license plate readers are an example.
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5.
Question 5
What is a sentiment analysis API?
You got it! Determines emotions like happy, sad, angry.
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6.
Question 6
What is an advantage of medical AI APIs?
You got it! APIs can parse medical records.
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7.
Question 7
Why would a company shift resources from Data Science to MLOps
You got it! MLOps is focused on operationalizing, which increases model delivery velocity.
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8.
Question 8
What is one thing MLOps does?
You got it! Collaboration is a key component of MLOps.
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9.
Question 9
Why would a company care about “Data Drift”?
You got it! If the data used to train the model has changed too much, the model may not be able to predict as well.
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10.
Question 10
Why would an MLOPs practitioner need to know Continuous Integration?
You got it! Automation is a foundational component of MLOps.