15. ML Flashcards

1
Q

What is the primary function of Amazon Rekognition?

A

Find objects, people, text, and scenes in images and videos using ML.

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2
Q

True or False: Amazon Rekognition can perform facial analysis and facial search.

A

True

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3
Q

Which AWS service can create a database of ‘familiar faces’ or perform celebrity recognition?

A

Amazon Rekognition

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4
Q

Fill in the blank: Amazon Transcribe uses ______ to convert speech to text.

A

Automatic Speech Recognition (ASR)

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5
Q

What is one use case of Amazon Transcribe?

A

Transcribing customer service calls.

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6
Q

True or False: Amazon Transcribe can automatically redact Personally Identifiable Information (PII).

A

True

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7
Q

Which AWS service allows applications to convert text into lifelike speech?

A

Amazon Polly

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8
Q

Amazon Polly is mainly used for ______.

A

Turning text into lifelike speech

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9
Q

How does Amazon Translate help international businesses?

A

It localizes content such as websites and applications for different languages.

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10
Q

What is the primary purpose of Amazon Lex?

A

To build conversational bots and chatbots with automatic speech recognition and natural language understanding.

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11
Q

Amazon Connect is most similar to a _______.

A

Cloud-based virtual contact center

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12
Q

True or False: Amazon Connect can integrate with CRM systems for contact center operations.

A

True

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13
Q

What does Amazon Comprehend do?

A

It provides NLP capabilities to find insights and relationships in text.

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14
Q

Which AWS service can analyze text to detect sentiment, key phrases, and named entities?

A

Amazon Comprehend

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15
Q

What is Amazon SageMaker used for?

A

To build, train, and deploy ML models for developers and data scientists.

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16
Q

Amazon Forecast primarily helps with ______.

A

Delivering highly accurate forecasts using ML

17
Q

True or False: Amazon Forecast is useful for product demand planning.

A

True

18
Q

Fill in the blank: Amazon Kendra is a fully managed ______ service powered by ML.

A

Document search

19
Q

What is a unique feature of Amazon Kendra’s search capabilities?

A

It allows natural language search and can learn from user interactions.

20
Q

Which AWS service helps provide personalized recommendations in real-time?

A

Amazon Personalize

21
Q

True or False: Amazon Personalize can integrate into applications like email and SMS.

A

True

22
Q

What does Amazon Textract specialize in?

A

Extracting text, handwriting, and data from scanned documents.

23
Q

Name a use case for Amazon Textract.

A

Extracting data from forms and tables in financial services.

24
Q

Amazon Translate provides ______ translation.

A

Natural and accurate language translation

25
Q

What AWS service is similar to Amazon Transcribe but focused on text-to-speech?

A

Amazon Polly

26
Q

How does Amazon Lex identify the intent of a user’s message?

A

Through natural language understanding.