Machine Learning Engineering Associate 3 - AWS Services Flashcards
Amazon Bedrock
Fully managed service for building generative AI applications using foundation models
Amazon SageMaker
Fully managed machine learning platform for building; training and deploying ML models
Amazon Comprehend
Natural language processing service to extract insights and relationships from text
Amazon Translate
Neural machine translation service to translate text between languages
Amazon Textract
Service to automatically extract text; handwriting and data from scanned documents
Amazon Rekognition
Computer vision service to analyze images and videos
Amazon Kendra
Intelligent search service powered by machine learning
Amazon Lex
Service for building conversational interfaces using voice and text
Amazon Polly
Text-to-speech service that uses deep learning to synthesize speech
Amazon Transcribe
Automatic speech recognition service to convert speech to text
Amazon Personalize
Machine learning service for building real-time personalized recommendations
Amazon Forecast
Fully managed service for accurate time series forecasting
AWS DeepRacer
Reinforcement learning-powered autonomous 1/18th scale race car for learning ML
Amazon Mechanical Turk
Crowdsourcing marketplace for outsourcing virtual tasks to a distributed workforce
Amazon Augmented AI
Service to implement human review of ML predictions
Amazon Transcribe Medical
Automatic speech recognition service optimized for medical terminology
Amazon Comprehend Medical
Natural language processing service to extract medical information from unstructured text
Amazon EC2 P/G instances
EC2 instance types with GPUs optimized for machine learning workloads
AWS Trainium
Custom machine learning chip for training deep learning models
AWS Inferentia
Custom machine learning chip for low latency ML inference
