Sagemaker

What is AWS Sagemaker?

• Generative AI platform

• Image and video analysis service

• Cloud machine learning platform

• Intelligent search service

Which of the following is NOT a feature of Sagemaker?

• Studio

• Query engine

• Model Registry

• Experiments

Which type of inference would be best if you have low latency requirement?

• Real-time inference

• Serverless inference

• Asynchronous inference

• Batch transform

Which environment should you use if you want to have a lot of own code and want to have control of the training process?

• Studio

• Canvas

• Autopilot

• Jumpstart

What is the benefit of using a shadow model?

• Overcome overfitting

• Optimize GPU use

• Validate a new model before deploying to production

• Fine tune your model

Where can you track the versions of your deployed model?

• Model registry

• Experiments

• Endpoints

• Hyperparameter tuning jobs

Which feature allows you to automate end-to-end ML workflows?

• Data Wrangler

• Debugger

• Projects

• Pipelines

Is it required to register the model before deploying?

• Yes

• No