Wings 1 T15 Cloud Analytics answers

Cloud Computing : Wings 1 T15 Cloud Analytics and AI_AWS_E1_iON_Direct Assessment
Course ID: 79912

Answers are not accurate but so many people got passed by following giving below answer please let know in comments for any corrections.

What AWS service provides a fully managed, highly available, and scalable document database for MongoDB workloads?

DynamoDB

Neptune

DocumentDB

Redshift

ChatGPT

The AWS service that provides a fully managed, highly available, and scalable document database for MongoDB workloads is DocumentDB.

Question No. 3

Which AWS service is a fully managed graph database service?

Neptune

DynamoDB

DocumentDB

Redshift

What AWS service is suitable for performing Natural Language Processing (NLP) tasks such as sentiment analysis and entity recognition?

Marks for correct a

Amazon Textract

Amazon Translate

Amazon Comprehend

Amazon Polly

AWS service offers pre-configured environments for building and training machine learning models?

Amazon Forecast

Amazon SageMaker

AWS Inferentia

Amazon Rekognition

Which AWS service is used for OCR (Optical Character Recognition) to extract text from scanned documents?

Amazon Comprehend

Amazon Textract

Amazon Translate

Amazon Rekognition

Which AWS service is used for time series forecasting?

Amazon Forecast

Amazon Personalize

Amazon Rekognition

AWS Inferentia

What AWS service allows you to create, schedule, and orchestrate data-driven workflows, also integrating with on-premises data sources?

AWS Data Pipeline

CodePipeline

AWS Step Functions

Glue

AWS service is designed to provide personalized recommendations for users based on their historical interactions and preferences?

Amazon Redshift

Amazon S3

Amazon Personalize

Amazon SageMaker

Which AWS service is suitable for building and managing real-time streaming data applications?

Data Pipeline

Glue

Kinesis

OMSK

What is the purpose of AWS Glue in the analytics ecosystem?

Real-time data streaming

Data warehousing

In-memory caching

ETL processing

AWS Step Functions are used for:

Serverless compute functions

Real-time data streaming

Data migration

Orchestration of serverless workflows

Which AWS service is used for language translation?

Amazon Translate

Amazon Polly

Amazon Comprehend

Amazon Lex

In the context of AWS analytics, what does EFS stand for?

Elastic File Storage

Elastic File Sync

Elastic File Server

Elastic File System

AWS service provides pre-configured deep leaming environments for training and deploying custom models?

AWS Deep Learning AMIs

Amazon SageMaker

AWS DeepLens

Amazon Rekognition

AWS OpenSearch is commonly used for:

In-memory caching

Search and analytics on log data

Real-time data streaming

Orchestration of serverless workflows

AWS Redshift is based on which type of database architecture?

 NoSQL

Columnar store

Graph database

Document store

Which AWS service provides personalized recommendation systems?

Amazon Redshift

Amazon Athena

Amazon Personalize

Amazon SageMaker

Which AWS service is a fully managed, scalable data warehouse service that allows you to run complex queries on large datasets?

Redshift

DynamoDB

Athena

ORDS

You are developing an autonomous vehicle that must classify images of street signs with extremely low latency, processing thousands of images per second. What AWS- based architecture would best meet this need?

Develop your classifier with TensorFlow, and compile it for an NVIDIA Jetson edge device using SageMaker Neo, and run it on the edge with loT GreenGrass.

Use Amazon Rekognition in edge mode

Use Amazon Rekognition on AWS DeepLens to identify specific street signs in a self- contained manner,

Develop your classifier using SageMaker Object Detection, and use Elastic Inference to accelerate the model's endpoints called over the air from the vehicle.

What AWS service provides conversational interfaces for building chatbots?

Amazon Polly

Amazon Lex

Amazon Comprehend

AWS Inferentia

AWS Redshift is based on which type of database architecture?

NoSQL

Columnar store

Graph database

Document store

Which AWS service provides personalised recommendation systems?

Amazon Redshift

Amazon Athena

Amazon Personalize

Amazon SageMaker

Which AWS service is a fully managed, scalable data warehouse service that allows you to run complex queries on large datasets?

Redshift

DynamoDB

Athena

ORDS

You are developing an autonomous vehicle that must classify images of street signs with extremely low latency, processing thousands of images per second. What AWS- based architecture would best meet this need?

Develop your classifier with TensorFlow, and compile it for an NVIDIA Jetson edge device using SageMaker Neo, and run it on the edge with loT GreenGrass.

Use Amazon Rekognition in edge mode

T15 Section

Use Amazon Rekognition on AWS DeepLens to identify specific street signs in a self- contained manner.

Develop your classifier using SageMaker Object Detection, and use Elastic Inference to accelerate the model's endpoints called over the air from the vehicle

What AWS service provides conversational interfaces for building chatbots?

Amazon Polly

Amazon Lex

Amazon Comprehend

AWS Inferentia

You are developing a computer vision system that can classify every pixel in an image based on its image type, such as people, buildings, roadways, signs, and vehicles. Which SageMaker algorithm would provide you with the best starting point for this problem?

Object Detection

Semantic Segmentation

Rekognition

Object2Vec

Semantic Segmentation is specifically designed for pixel-level classification tasks where each pixel in an image is classified into a particular class or category. It is suitable for tasks such as scene understanding, where the goal is to assign a semantic label to each pixel in an image, distinguishing between different object categories and background.

Therefore, Semantic Segmentation would be the most appropriate SageMaker algorithm to begin developing your computer vision system for pixel-level classification.

AWS Athena allows you to query data directly from which AWS service?

S3

Redshift

DynamoDB

Glue

In the context of AWS analytics, what does MSK stand for?

Memory Streaming for Kinesis

Managed Streaming for Kafka

Memory Streaming for Kafka

Managed Service for Kinesis

What AWS service is commonly used for serverless compute functions, allowing you to run code without provisioning or managing servers?

OEMR

EC2

Kinesis

Lambda

Which AWS service offers computer vision at the edge for analyzing live video streams?

Amazon Rekognition

AWS DeepLens

Amazon Panorama

Amazon SageMaker

ChatGPT

What AWS service is designed for scalable, secure, and durable storage, suitable for data lakes and analytics workloads?

S3

EBS

Redshift

Glue

Where does SageMaker's automatic scaling get the data it needs to determine how many endpoints you need?

CloudWatch

CloudTrail

EC2

CodeWhisperer

Which AWS service offers containers for deploying deep learning models?

AWS Deep Learning Containers

Amazon SageMaker

Amazon Rekognition

Amazon Comprehend