AWS Artificial Intelligence, Machine Learning, and Analytics Technology and Services

Question 1

Rekognition

Answer 1

Allows you to automate your image and video analysis

Question 2

Comprehend

Answer 2

Natural-language processing (NLP) service that finds relationships in text

• discover insights, meanings and connections in your text data

Question 3

Polly

Answer 3

Turns text into speech

Question 4

SageMaker

Answer 4

Helps you build, train, and deploy machine learning models quickly

Example use case:

• recommendation engine: recommends products based on customer purchase history

Question 5

Translate

Answer 5

Provides language translation

Question 6

Lex

Answer 6

Helps you build conversational interfaces in your applications using natural language models

• chat bot

Question 7

Kendra

Answer 7

Intelligent search service that helps organizations easily search and discover information across various data sources

Question 8

Textract

Answer 8

Extracts information from documents using advanced OCR (Optical character recognition)

• Automated ID processing
• Analyzing invoices

Question 9

Transcribe

Answer 9

Speech-to-text service

• streamed audio
• audio files
• subtitles or meeting notes

Question 10

Amazon Forecast

Answer 10

• time series forecasting service
• uses machine learning for business metrics analysis

Question 11

Amazon DevOps Guru

Answer 11

• cloud operations service for improving application operational performance and availability
• detect behaviors that deviate from normal operating patterns

Benefits:

• automatically detect operational issues
• resolve issues with machine learning- powered insights
• elastically scale operational analytics
• uses machine learning to reduce alarm noise

Question 12

Redshift

Answer 12

Scalable data warehouse solution

Question 13

Athena

Answer 13

Query service for Amazon S3

Question 14

Glue

Answer 14

Extract, transform, load (ETL) service that prepare your data for analytics

Question 15

Kinesis

Answer 15

Allows you to analyze data and video streams in real time

Question 16

Elastic MapReduce (EMR)

Answer 16

Web service that enables businesses, researchers, data analysts, and developers to easily and cost-effectively process vast amounts of data.

• utilizes hosted Hadoop framework running on Amazon EC2 and Amazon S3
• Apache Hadoop, Apache Spark, Hive and Presto

Question 17

Data Pipeline

Answer 17

helps to move data between computer and storage services running either on AWS or on-premises

• moves data at specific intervals
• based on conditions
• send notifications on success and failure

Question 18

QuickSight

Answer 18

Helps you visualize your data

• build interactive dashboards
• embed dashboards in your applications

Question 19

Amazon Elasticsearch/OpenSearch

Answer 19

Open-source data analysis technology enabling you to get real-time insights from your data

-analyze business data to gain insights and make better decisions
- involved with operational analytics such as application monitoring, log analytics and clickstream analytics.
- search operation infrastructure and security logs to understand how your systems are operating

Question 20

Apache Kafka

Answer 20

distributed streaming platform that allows you to publish, subscribe to, store and process data streams in real time

Question 21

Amazon MSK for Apache Kafka

Answer 21

Fully managed Apache Kafka

Use case:

• track and analyze stock market data in real-time

Question 22

AWS Data Exchange

Answer 22

Allows customers to find, subscribe to, and use third-party data in the cloud

Question 23

AWS Amplify

Answer 23

A set of tools and services that can be used to build scalable full-stack apps powered by AWS

• supports real-time functionalities and offline operations

Question 24

AWS AppSync

Answer 24

Fully managed service that simplifies the development of scalable and secure GraphQL APIs, enabling real-time data synchronization and offline capabilities for mobile and web applications