Amazon Machine Learning Documentation

Use Amazon SageMaker to quickly build and train and deploy machine learning models, including Foundation Models for generative AI solutions.

Amazon Textract enables you to add document text detection and analysis to your applications.

Amazon Comprehend uses natural language processing (NLP) to extract insights about the content of documents.

Amazon Augmented AI (Amazon A2I) enables you to build the workflows required for human review of ML predictions.

Amazon Lex is an AWS service for building conversational interfaces into applications using voice and text.

Amazon Transcribe provides transcription services for your audio files and audio streams.

Amazon Polly is a Text-to-Speech (TTS) cloud service that converts text into lifelike speech.

Amazon Kendra is a search service, powered by machine learning, that enables users to search unstructured text using natural language.

Real-time personalization and recommendations, based on the same technology used at Amazon.com.

Amazon Translate is a neural machine translation service for translating text to and from English across a breadth of supported languages.

Amazon Forecast is a fully managed deep learning service for time-series forecasting.

Amazon Fraud Detector is a fully managed service that helps you detect suspicious online activities.

Amazon Lookout for Metrics is a machine learning service that helps you continuously find anomalies in business and operational data based on the same technology used by Amazon.com.

Amazon DevOps Guru generates operational insights using machine learning to help you improve the performance of your operational applications.

CodeGuru provides intelligent recommendations for improving application performance, efficiency, and code quality in your applications.

Learn how to find objects, faces, in images and videos Amazon Rekognition. Use Amazon Custom Labels to create train your own computer vision model.

Amazon Lookout for Equipment uses industrial data from your equipment to detect potential failures so you can take action, such as performing maintenance before a breakdown, to avoid unplanned downtime.

Amazon Lookout for Vision enables you to find visual defects in industrial products, accurately and at scale.

Amazon Monitron is an end-to-end system that detects abnormal behavior in industrial machinery enabling you to implement predictive maintenance and reduce unplanned downtime.

Improve your operations with computer vision at the edge

AWS Deep Learning Containers (Deep Learning Containers) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

The AWS Deep Learning AMIs equip machine learning practitioners and researchers with the infrastructure and tools to accelerate deep learning in the cloud at any scale.

Apache MXNet (MXNet) is an open source deep learning framework that allows you to define, train, and deploy deep neural networks on a wide array of platforms, from cloud infrastructure to mobile devices.

Amazon Elastic Inference is a service that allows you to attach low-cost GPU-powered acceleration to many Amazon machine instances in order to reduce the cost of running deep learning inference by up to 75%.

Amazon Comprehend Medical detects and returns useful information in unstructured clinical text such as physicians notes, discharge summaries, test results, and case notes.

AWS HealthLake is a Fast Healthcare Interoperability Resources (FHIR)-enabled patient Data Store. You can use AWS HealthLake to bring data from diverse sources into standard FHIR R4 format.

AWS HealthOmics stores, transforms, and analyze genomic and other biological data to generate health insights and advance scientific discoveries.

Get started with generative AI through the creation of a melody that transforms into a completely original song in seconds using AI.

Learn the basics of deep learning through computer vision projects, tutorials, and real world, hands-on exploration.

Get hands-on with machine learning through a 3D racing simulator, fully autonomous 1/18th scale car, and global racing league.

Provides a conceptual overview of Amazon Machine Learning and includes detailed instructions for using the service.

Describes all the API operations for Amazon Machine Learning in detail. Also provides sample requests and responses for supported web service protocols.