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AWS Certified Machine Learning - Specialty

Last Update Mar 4, 2024
Total Questions : 281

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AWS Certified Machine Learning - Specialty Questions and Answers

Questions 1

Which of the following metrics should a Machine Learning Specialist generally use to compare/evaluate machine learning classification models against each other?

Options:

A.

Recall

B.

Misclassification rate

C.

Mean absolute percentage error (MAPE)

D.

Area Under the ROC Curve (AUC)

Questions 2

A wildlife research company has a set of images of lions and cheetahs. The company created a dataset of the images. The company labeled each image with a binary label that indicates whether an image contains a lion or cheetah. The company wants to train a model to identify whether new images contain a lion or cheetah.

.... Dh Amazon SageMaker algorithm will meet this requirement?

Options:

A.

XGBoost

B.

Image Classification - TensorFlow

C.

Object Detection - TensorFlow

D.

Semantic segmentation - MXNet

Questions 3

A Machine Learning Specialist at a company sensitive to security is preparing a dataset for model training. The dataset is stored in Amazon S3 and contains Personally Identifiable Information (Pll). The dataset:

* Must be accessible from a VPC only.

* Must not traverse the public internet.

How can these requirements be satisfied?

Options:

A.

Create a VPC endpoint and apply a bucket access policy that restricts access to the given VPC endpoint and the VPC.

B.

Create a VPC endpoint and apply a bucket access policy that allows access from the given VPC endpoint and an Amazon EC2 instance.

C.

Create a VPC endpoint and use Network Access Control Lists (NACLs) to allow traffic between only the given VPC endpoint and an Amazon EC2 instance.

D.

Create a VPC endpoint and use security groups to restrict access to the given VPC endpoint and an Amazon EC2 instance.