AWS First Steps

Machine Learning

AWS machine learning services from model building to inference, including SageMaker, Bedrock, and Rekognition

Amazon Bedrock iconAmazon Bedrock PopularA fully managed generative AI service providing access to leading foundation models via APIAWS Clean Rooms ML iconAWS Clean Rooms ML NewA service for building ML models within Clean Rooms while preserving privacyAmazon Comprehend iconAmazon Comprehend SpecializedA service that uses natural language processing to extract entities, sentiment, and key phrases from textAmazon Forecast iconAmazon Forecast DeprecatedA fully managed service that uses machine learning to forecast time series dataAmazon HealthLake iconAmazon HealthLake SpecializedA managed service for storing, transforming, and analyzing FHIR-compliant healthcare dataAmazon Kendra iconAmazon Kendra DeprecatedAn intelligent enterprise search service powered by machine learningAmazon Lex iconAmazon Lex SpecializedA service for building conversational interfaces using voice and textAWS Panorama iconAWS Panorama Discontinued[Ended May 31, 2026] Service that added edge video analytics to existing IP cameras. Devices no longer work; AWS recommends SageMaker with Jetson-based hardware and Greengrass insteadAmazon Personalize iconAmazon Personalize SpecializedBuild real-time personalized recommendations without machine learning expertiseAmazon Polly iconAmazon Polly SpecializedA text-to-speech service that converts text into natural-sounding audioAmazon Q Business iconAmazon Q Business DeprecatedA generative AI assistant that answers questions and summarizes information based on your enterprise dataAmazon Rekognition iconAmazon Rekognition SpecializedAn ML-based image recognition service that makes image and video analysis easy via APIAmazon SageMaker Canvas iconAmazon SageMaker Canvas SpecializedA no-code ML tool for building, training, and deploying machine learning models without writing codeAmazon SageMaker iconAmazon SageMaker PopularAn integrated platform for building, training, and deploying machine learning modelsAmazon Textract iconAmazon Textract SpecializedAn OCR service that automatically extracts text, tables, and form data from documentsAmazon Transcribe iconAmazon Transcribe SpecializedA high-accuracy speech recognition service that automatically converts audio to textAWS Transform iconAWS Transform SpecializedA generative AI-powered service for large-scale cloud transformation and modernizationAmazon Translate iconAmazon Translate SpecializedA neural machine translation service for multilingual text translation