What is MLOps

Cloud Machine Learning Engineering and MLOps

Week 3 Quiz

 

Question 1

What is MLOps?

1 / 1 point

You got it! DevOps and MLOps are a progression of best practices that include ML.

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Question 2

What advantage does an AI API offer?

1 / 1 point

You got it! Using an AI API allows a company to leverage expert knowledge.

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Question 3

What is a use case for Edge ML?

1 / 1 point

You got it! Edge devices may need to run on devices like drones.

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Question 4

What is an advantage of small edge inference?

1 / 1 point

You got it! Use cases like license plate readers are an example.

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Question 5

What is a sentiment analysis API?

1 / 1 point

You got it! Determines emotions like happy, sad, angry.

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Question 6

What is an advantage of medical AI APIs?

1 / 1 point

You got it! APIs can parse medical records.

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Question 7

Why would a company shift resources from Data Science to MLOps

1 / 1 point

You got it! MLOps is focused on operationalizing, which increases model delivery velocity.

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Question 8

What is one thing MLOps does?

1 / 1 point

You got it! Collaboration is a key component of MLOps.

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Question 9

Why would a company care about “Data Drift”?

1 / 1 point

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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Question 10

Why would an MLOPs practitioner need to know Continuous Integration?

1 / 1 point

You got it! Automation is a foundational component of MLOps.