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AWS Machine Learning Associate > AWS AI Managed Services > Flashcards

AWS AI Managed Services Flashcards

1
Q

What is Amazon Comprehend for?

A

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

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2
Q

Does Amazon Comprehend handle sentiment analysis?

A

Yes

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3
Q

Can Amazon Comprehend label your data?

A

Yes

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4
Q

What is entity recognition in Amazon Comprehend?

A

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

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5
Q

What is Amazon Translate?

A

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

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6
Q

What is Amazon Transcribe?

A

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

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7
Q

Can Amazon Transcribe use custom terms?

A

Yes, using Custom Vocabularies.

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8
Q

Can Amazon Transcribe detect Toxixity?

A

Yes

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9
Q

What is a Lexicon in Amazon Poly?

A

It defines how to read certain text.

AWS = Amazon Web Services, ect..

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10
Q

What is Amazon Poly?

A

It takes text and converts it to speech

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11
Q

What markup language does Amazon Poly support?

A

SSML

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12
Q

What is Amazon Rekognition?

A

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

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13
Q

How can you find specific logos in Amazon Rekognition?

A

Custom Labels

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14
Q

What is Amazon Augmented AI used for?

A

Human review

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15
Q

What is the Content Moderation API in Amazon Rekonition?

A

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.

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16
Q

What is Amazon Forecast?

A

It is a serviced used to forecast data

17
Q

What is Amazon Lex?

A

A chatbot with conversational AI

18
Q

Does Amazon Lex integrate with Lambda?

A

Yes

19
Q

What is Amazon Personalize?

A

This is used as a personalization engine.

20
Q

What are Recipes in Amazon Personalize?

A

Algorithms that are prepared for specific use cases

21
Q

What is Amazon Textract?

A

It extracts text and handwriting from scanned documents.

22
Q

What is Amazon Kendra?

A

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

23
Q

What is Amazon Augmented AI?

A

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

24
Q

Does Augmented AI support SageMaker?

A

Yes

25
Q

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

A

P series

G Series

26
Q

What is AWS Tranium?

A

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

27
Q

What is AWS Inferentia?

A

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

28
Q

What is Amazon Lookout?

A

It is used for anomaly detection in your data set.

29
Q

Does Amazon Lookout work with cameras / Video?

A

Yes

30
Q

What is Amazon Fraud Detector?

A

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

31
Q

What are Amazon Q Data Connectors?

A

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

32
Q

What are Amazon Q plugins?

A

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

33
Q

How does Amazon Q authenticate users?

A

IAM

34
Q

What are Amazon Q Apps?

A

Allow you to build apps without coding by using Natural Language

35
Q

Can Amazon Q Developer review your account billing?

A

Yes

36
Q
A

AWS Machine Learning Associate (9 decks)

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