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AWS AI Services Overview Flashcards
| Front | Back |
| Can Amazon Textract handle handwriting recognition | Yes, it supports extracting handwritten text in addition to printed text. |
| How does Rekognition assist with facial analysis | It can analyze faces in an image to detect demographics, emotions, and facial characteristics. |
| What advantage does Amazon Textract offer over OCR | It not only extracts text but also identifies data relationships like tables and forms. |
| What are SageMaker built-in algorithms | Pre-trained models provided by AWS for common tasks like classification, regression, and anomaly detection. |
| What does Amazon Comprehend use for language detection | It automatically identifies the language a given text is written in. |
| What is a Lexicon in Amazon Polly | A custom pronunciation dictionary to improve or customize speech output. |
| What is Amazon Rekognition | It is an AWS AI service that enables image and video analysis to detect objects, people, text, and activities. |
| What is Amazon SageMaker used for | It is a fully managed service to build, train, and deploy machine learning models at scale. |
| What is object detection in Rekognition | The capability to identify and locate objects within images and videos. |
| What is one key feature of Amazon Polly | It converts text into lifelike speech using natural-sounding voices. |
| What is SageMaker Studio | An integrated development environment (IDE) for machine learning within SageMaker that offers tools for building, training, and debugging models. |
| What is sentiment analysis in Amazon Comprehend | It identifies the overall sentiment (positive, negative, neutral, or mixed) in text data. |
| What is Speech Marks output in Amazon Polly | It provides detailed timing information for speech segments, including pauses and phonemes. |
| What problem does Amazon Textract solve | It automates extraction of text and data from scanned documents using machine learning, replacing manual data entry. |
| What type of insights can Amazon Comprehend provide | AWS's natural language processing service extracts insights such as key phrases, sentiment, entities, and language from text. |
Front
Can Amazon Textract handle handwriting recognition
Click the card to flip
Back
Yes, it supports extracting handwritten text in addition to printed text.
Front
What is Amazon SageMaker used for
Back
It is a fully managed service to build, train, and deploy machine learning models at scale.
Front
What advantage does Amazon Textract offer over OCR
Back
It not only extracts text but also identifies data relationships like tables and forms.
Front
What problem does Amazon Textract solve
Back
It automates extraction of text and data from scanned documents using machine learning, replacing manual data entry.
Front
What is sentiment analysis in Amazon Comprehend
Back
It identifies the overall sentiment (positive, negative, neutral, or mixed) in text data.
Front
What is object detection in Rekognition
Back
The capability to identify and locate objects within images and videos.
Front
How does Rekognition assist with facial analysis
Back
It can analyze faces in an image to detect demographics, emotions, and facial characteristics.
Front
What type of insights can Amazon Comprehend provide
Back
AWS's natural language processing service extracts insights such as key phrases, sentiment, entities, and language from text.
Front
What are SageMaker built-in algorithms
Back
Pre-trained models provided by AWS for common tasks like classification, regression, and anomaly detection.
Front
What is Speech Marks output in Amazon Polly
Back
It provides detailed timing information for speech segments, including pauses and phonemes.
Front
What is a Lexicon in Amazon Polly
Back
A custom pronunciation dictionary to improve or customize speech output.
Front
What is one key feature of Amazon Polly
Back
It converts text into lifelike speech using natural-sounding voices.
Front
What is Amazon Rekognition
Back
It is an AWS AI service that enables image and video analysis to detect objects, people, text, and activities.
Front
What does Amazon Comprehend use for language detection
Back
It automatically identifies the language a given text is written in.
Front
What is SageMaker Studio
Back
An integrated development environment (IDE) for machine learning within SageMaker that offers tools for building, training, and debugging models.
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This deck covers the foundational concepts, purposes, and key features of AWS AI services such as Amazon Rekognition, Comprehend, Textract, Polly, and SageMaker.