AWS AI Managed Services Flashcards
What is Amazon Comprehend for?
Natural Language processing. It finds insights and relationships in text.
Does Amazon Comprehend handle sentiment analysis?
Yes
Can Amazon Comprehend label your data?
Yes
What is entity recognition in Amazon Comprehend?
It identifies persons, places, addresses. It can also handle custom identifiers like policy numbers.
What is Amazon Translate?
It provided natural and accurate language translations. English to Japanese, etc..
What is Amazon Transcribe?
It takes speech and converts it to text. Good for media metadata and customer service calls.
Can Amazon Transcribe use custom terms?
Yes, using Custom Vocabularies.
Can Amazon Transcribe detect Toxixity?
Yes
What is a Lexicon in Amazon Poly?
It defines how to read certain text.
AWS = Amazon Web Services, ect..
What is Amazon Poly?
It takes text and converts it to speech
What markup language does Amazon Poly support?
SSML
What is Amazon Rekognition?
It detects object, people, text, and scenes in images and videos.
How can you find specific logos in Amazon Rekognition?
Custom Labels
What is Amazon Augmented AI used for?
Human review
What is the Content Moderation API in Amazon Rekonition?
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.
What is Amazon Forecast?
It is a serviced used to forecast data
What is Amazon Lex?
A chatbot with conversational AI
Does Amazon Lex integrate with Lambda?
Yes
What is Amazon Personalize?
This is used as a personalization engine.
What are Recipes in Amazon Personalize?
Algorithms that are prepared for specific use cases
What is Amazon Textract?
It extracts text and handwriting from scanned documents.
What is Amazon Kendra?
It is a document search service. Essentially a search engine based on your documents and 3rd party services like Salesforce.
What is Amazon Augmented AI?
It’s Human oversight of machine learning predictions. Essentially, low confidence predications are sent for human review.
Does Augmented AI support SageMaker?
Yes
What are the two EC2 instance types that are optimal for GPUs?
P series
G Series
What is AWS Tranium?
Machine learning chips built to perform deep learning. Trn I instance type.
What is AWS Inferentia?
ML chip to deliver inference at a high performance. Inf I and Inf2 instance types.
What is Amazon Lookout?
It is used for anomaly detection in your data set.
Does Amazon Lookout work with cameras / Video?
Yes
What is Amazon Fraud Detector?
It detects fraud using a fully managed ML model customized to your data.
What are Amazon Q Data Connectors?
They connect to other services, including 3rd party services for RAG.
What are Amazon Q plugins?
They allow you to interact with a 3rd party service.
How does Amazon Q authenticate users?
IAM
What are Amazon Q Apps?
Allow you to build apps without coding by using Natural Language
Can Amazon Q Developer review your account billing?
Yes
