AWS support for Artificial Intelligence and Machine Learning
2 min readAug 22, 2024
AWS offers a comprehensive suite of AI and machine learning services designed to help you build, train, and deploy models at scale. Here are some key AI services available on AWS:
1. Amazon SageMaker
- Description: A fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly.
- Features: Includes tools for labeling data, building models, training and tuning models, and deploying them to production.
2. Amazon Comprehend
- Description: A natural language processing (NLP) service that uses machine learning to find insights and relationships in text.
- Features: Can perform tasks like sentiment analysis, entity recognition, and topic modeling.
3. Amazon Rekognition
- Description: A service that makes it easy to add image and video analysis to your applications.
- Features: Can identify objects, people, text, scenes, and activities in images and videos, as well as detect any inappropriate content.
4. Amazon Polly
- Description: A service that turns text into lifelike speech.
- Features: Supports multiple languages and voices, and can be used to create applications that talk.
5. Amazon Lex
- Description: A service for building conversational interfaces into any application using voice and text.
- Features: Powers the Amazon Alexa virtual assistant and can be used to create chatbots.
6. Amazon Transcribe
- Description: A service that makes it easy for developers to add speech-to-text capability to their applications.
- Features: Can transcribe audio files stored in various formats into text.
7. Amazon Translate
- Description: A neural machine translation service that delivers fast, high-quality, and affordable language translation.
- Features: Supports multiple languages and can be used to translate large volumes of text.
8. Amazon Bedrock
- Description: A service that makes it easy to build and scale generative AI applications.
- Features: Provides access to leading foundation models and tools for building generative AI applications.