AI/ML on AWS: An Overview
Explore the AWS AI/ML stack, from pre-built AI services and managed ML platforms to foundational ML frameworks and infrastructure, designed to solve diverse business challenges and drive innovation.
Explore the AWS AI/ML stack, from pre-built AI services and managed ML platforms to foundational ML frameworks and infrastructure, designed to solve diverse business challenges and drive innovation.
Amazon Bedrock is a fully managed service that provides access to a range of high-performing foundation models from leading AI companies through a single API, enabling you to build and scale generative AI applications with enterprise-grade security and privacy.
Amazon Comprehend is a natural language processing service that extracts insights from text documents by analyzing sentiment, key phrases, language, and entities for content understanding and classification.
Amazon Kendra is an intelligent enterprise search service powered by machine learning that delivers precise answers from your content using natural language queries rather than simple keyword matching.
Amazon Personalize uses machine learning to deliver real-time personalized recommendations based on historical user behavior, enabling customized experiences across applications and content platforms.
Amazon Polly converts text into lifelike speech using advanced deep learning technologies, supporting multiple languages, voices, and accents for creating natural-sounding audio content.
Amazon Rekognition enables developers to add visual analysis capabilities to applications through deep learning-based image and video analysis, detecting objects, faces, text, scenes, and activities without requiring machine learning expertise.
Amazon SageMaker is a fully managed platform that enables data scientists and developers to build, train, and deploy ML models at scale without managing underlying infrastructure, featuring a comprehensive MLOps suite and SageMaker JumpStart for accelerated development.
Amazon Textract uses machine learning to automatically extract text, handwriting, and structured data from scanned documents, forms, and tables without manual data entry or custom code.
Amazon Transcribe converts speech to text using automatic speech recognition, supporting multiple languages with features like speaker identification, custom vocabulary, and real-time transcription capabilities.
Amazon Translate is a neural machine translation service that provides fast, high-quality, and affordable language translation for text content across dozens of languages with real-time and batch processing capabilities.
MCP
Explore AWS's ready-to-use Artificial Intelligence services that provide pre-trained models for language processing, computer vision, search, and conversational AI, requiring no ML expertise.