AWS Pre-Build Machine Learning Models Flashcards
(11 cards)
What is Amazon A2I?
Amazon A2I simplifies incorporating human reviews into ML workflows for validating or improving machine learning model responses.
Useful for handling edge cases, ensuring data accuracy, and enhancing ML model performance.
What capabilities does Amazon Comprehend offer?
Amazon Comprehend analyzes text for:
* Sentiment analysis
* Entity recognition
* Language detection
* Key phrase extraction
It understands text in multiple languages, aiding businesses in analyzing customer feedback or market trends.
How does Amazon Kendra enhance search capabilities?
Amazon Kendra uses natural language processing to enable intelligent search across various data sources, providing accurate and relevant search results.
Improves productivity and decision-making for users across organizations.
What is the primary function of Amazon Lex?
Amazon Lex offers a fully managed service for building conversational interfaces like chatbots and virtual agents.
Supports natural language understanding and automatic speech recognition.
What does Amazon Transcribe do?
Amazon Transcribe provides high-quality, automated speech recognition to convert audio files into accurate text transcripts.
Suitable for transcribing meetings, interviews, customer service calls, and more.
What technology does Amazon Polly use to generate speech?
Amazon Polly employs advanced deep learning technologies to produce lifelike speech from text input.
Features customizable voices and expressive capabilities.
What are the capabilities of Amazon Rekognition?
Amazon Rekognition offers:
* Object and scene detection
* Facial recognition
* Celebrity recognition
Can be used for content moderation, security surveillance, and personalized user experiences.
What does Amazon Textract do?
Amazon Textract accurately extracts text, forms, and tables from various document types using advanced machine learning algorithms.
Reduces time and effort for manual data entry and document processing.
What is the purpose of Amazon Translate?
Amazon Translate delivers fast and accurate language translation across a wide range of language pairs while maintaining context.
Suitable for translating content for global audiences in e-commerce, publishing, and communication platforms.
What is the function of Amazon Q Developer?
Amazon Q Developer is a generative AI-powered assistant designed to assist with coding tasks, code reviews, and generating new code snippets.
Seamlessly integrates into the development environment.
What does Amazon Q Business provide?
Amazon Q Business makes generative AI securely accessible to organizations to solve problems, provide answers, and generate content.
Integrates with common tools and systems, empowering teams to be more data-driven and productive.
