What is AutoML

Cloud Machine Learning Engineering and MLOps

Week 2 Quiz

 

Question 1

What is AutoML?

1 / 1 point

You got it! AutoML allows for codeless Machine Learning training.

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Question 2

What type of problem could you solve with Cloud AutoML?

1 / 1 point

You got it! Many Cloud AutoML solutions focus on Computer Vision.

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Question 3

Why would an organization want to use AutoML vs tuning Hyperparameters themselves?

1 / 1 point

In many cases AutoML derived models are more accurate than models tuned by humans

Removing human tasks that are easily automatible is one key advantage of AutoML

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Question 4

What is Ludwig?

1 / 1 point

You got it! Ludwig is an open-source AutoML system.

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Question 5

What is an advantage of AutoML?

1 / 1 point

You got it! Speeding up training through automation is a key advantage.

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Question 6

How could AutoML help explainability of a model?

1 / 1 point

Automated Explainability tools

You got it! Many explainability tools can be automated.

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Question 7

Where is a popular location designed to download pre-trained models?

1 / 1 point

You got it! TensorFlow Hub is a repository of trained machine learning models ready for fine-tuning and deployable anywhere.

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Question 8

Which are examples of AutoML systems?

1 / 1 point

Google Cloud AutoML Vision is an example of a Computer Vision AutoML solution

AWS Sagemaker AutoPilot

Amazon SageMaker Autopilot automatically builds, trains, and tunes the best machine learning models

Azure ML has built in AutoML

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Question 9

What is an example of a ML model deployment target for AutoML?

0.6666666666666666 / 1 point

Mobile devices support ingestion of AutoML models like CoreML

Some databases have built-in AutoML like Google BigQuery

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Question 10

What is an example of an AutoML solution by Apple?

1 / 1 point

You got it! Create ML is an automation framework for Machine Learning from Apple.