AWS AI Managed Services

Question 1

What is Amazon Comprehend for?

Answer 1

Natural Language processing. It finds insights and relationships in text.

Question 2

Does Amazon Comprehend handle sentiment analysis?

Answer 2

Yes

Question 3

Can Amazon Comprehend label your data?

Answer 3

Yes

Question 4

What is entity recognition in Amazon Comprehend?

Answer 4

It identifies persons, places, addresses. It can also handle custom identifiers like policy numbers.

Question 5

What is Amazon Translate?

Answer 5

It provided natural and accurate language translations. English to Japanese, etc..

Question 6

What is Amazon Transcribe?

Answer 6

It takes speech and converts it to text. Good for media metadata and customer service calls.

Question 7

Can Amazon Transcribe use custom terms?

Answer 7

Yes, using Custom Vocabularies.

Question 8

Can Amazon Transcribe detect Toxixity?

Answer 8

Yes

Question 9

What is a Lexicon in Amazon Poly?

Answer 9

It defines how to read certain text.

AWS = Amazon Web Services, ect..

Question 10

What is Amazon Poly?

Answer 10

It takes text and converts it to speech

Question 11

What markup language does Amazon Poly support?

Answer 11

SSML

Question 12

What is Amazon Rekognition?

Answer 12

It detects object, people, text, and scenes in images and videos.

Question 13

How can you find specific logos in Amazon Rekognition?

Answer 13

Custom Labels

Question 14

What is Amazon Augmented AI used for?

Answer 14

Human review

Question 15

What is the Content Moderation API in Amazon Rekonition?

Answer 15

It labels a generated image from another source and then passes it back. If the label is banned, the source system can reject returning the image.

Question 16

What is Amazon Forecast?

Answer 16

It is a serviced used to forecast data

Question 17

What is Amazon Lex?

Answer 17

A chatbot with conversational AI

Question 18

Does Amazon Lex integrate with Lambda?

Answer 18

Yes

Question 19

What is Amazon Personalize?

Answer 19

This is used as a personalization engine.

Question 20

What are Recipes in Amazon Personalize?

Answer 20

Algorithms that are prepared for specific use cases

Question 21

What is Amazon Textract?

Answer 21

It extracts text and handwriting from scanned documents.

Question 22

What is Amazon Kendra?

Answer 22

It is a document search service. Essentially a search engine based on your documents and 3rd party services like Salesforce.

Question 23

What is Amazon Augmented AI?

Answer 23

It’s Human oversight of machine learning predictions. Essentially, low confidence predications are sent for human review.

Question 24

Does Augmented AI support SageMaker?

Answer 24

Yes

Question 25

What are the two EC2 instance types that are optimal for GPUs?

Answer 25

P series G Series

Question 26

What is AWS Tranium?

Answer 26

Machine learning chips built to perform deep learning. Trn I instance type.

Question 27

What is AWS Inferentia?

Answer 27

ML chip to deliver inference at a high performance. Inf I and Inf2 instance types.

Question 28

What is Amazon Lookout?

Answer 28

It is used for anomaly detection in your data set.

Question 29

Does Amazon Lookout work with cameras / Video?

Answer 29

Yes

Question 30

What is Amazon Fraud Detector?

Answer 30

It detects fraud using a fully managed ML model customized to your data.

Question 31

What are Amazon Q Data Connectors?

Answer 31

They connect to other services, including 3rd party services for RAG.

Question 32

What are Amazon Q plugins?

Answer 32

They allow you to interact with a 3rd party service.

Question 33

How does Amazon Q authenticate users?

Answer 33

IAM

Question 34

What are Amazon Q Apps?

Answer 34

Allow you to build apps without coding by using Natural Language

Question 35

Can Amazon Q Developer review your account billing?

Answer 35

Yes