AWS Managed Services Flashcards
AWS Managed Services
AWS AI Services are pre-trained machine learning services for your use case.
Amazon Translate
Natural and accurate language translation
Amazon Comprehend
Natural Language Processing (NLP) to find insights and relationships in text.
Amazon Transcribe
Convert Speech to Text
Amazon Polly
Convert Text to Speech
Amazon Rekognition
Find objects, people, text, scenes in images and videos using machine learning.
Amazon Forecast
Uses machine learning to deliver highly accurate forecasts
Amazon Lex
Chatbot
Amazon Personalize
Build apps with real-time personalized recommendations
Amazon Textract
Automatically extracts text, handwriting, and data from any scanned
documents using AI and ML.
Amazon Kendra
Fully managed document search service powered by Machine Learning
Amazon Mechanical Turk
Crowdsourcing marketplace to perform simple human tasks.
Amazon Augmented AI
Human oversight of Machine Learning predictions in production
AWS DeepRacer
Fully autonomous 1/18th scale car race driven by Reinforcement Learning (RL)
Amazon Comprehend Medical
Detects and returns useful information in unstructured clinical text:
Amazon Transcribe Medical
Automatically convert medical-related speech to text (HIPAA compliant)
Amazon Hardware for AI
Renting virtual machines (EC2)
Storing data on virtual drives (EBS)
Distributing load across machines (ELB)
Scaling the services using an auto-scaling group (ASG)
AWS Trainium - ML chip built to perform Deep Learning on 100B+ parameter models
AWS Inferentia - ML chip built to deliver inference at high performance and low cost
Amazon SageMaker
Fully managed service for developers / data scientists to build ML models
