Amazon Web Services (AWS) is a leading cloud computing platform offered by Amazon.com. It provides a broad range of on-demand cloud services for individuals, businesses, and governments, allowing them to access various IT infrastructure resources like compute power, storage, databases, networking, analytics, and application services over the internet.
Key Points:
- Founded: Launched in 2006
- Headquarters: Seattle, Washington, USA
- Parent company: Amazon.com
- Services:
- Compute: Elastic Compute Cloud (EC2), Lambda, Lightsail
- Storage: Simple Storage Service (S3), Elastic Block Store (EBS)
- Databases: Amazon Relational Database Service (RDS), DynamoDB
- Networking: Amazon Virtual Private Cloud (VPC), Route 53
- Analytics: Amazon Redshift, Amazon QuickSight
- Application Services: Amazon S3, Amazon Cognito, Amazon API Gateway
- Management Tools: Amazon CloudWatch, AWS CloudTrail
Overall, AWS is a powerful and versatile cloud computing platform that allows users to build, deploy, and scale applications in the cloud. It's a popular choice for businesses of all sizes looking for a reliable, secure, and cost-effective way to manage their IT infrastructure.
AI/ML services and supporting technologies
Amazon Comprehend
Amazon Comprehend allows you to do natural language processing tasks, such as sentiment analysis, entity recognition, topic modeling, and language detection, on your text data.
Amazon Comprehend Documentation
Amazon Lex
Amazon Lex helps you build chatbots and voice assistants that can interact with users in a natural language interface. It provides pre-built dialog management, language understanding, and speech recognition capabilities.
Amazon Polly
Use Amazon Polly to convert text into lifelike speech, making it easier to create voice-enabled applications and services.
Amazon Rekognition
Amazon Rekognition is designed to allow you add image and video analysis to your applications. You provide an image or video to the Amazon Rekognition API, and the service can identify objects, people, text, scenes, and activities. It can detect any inappropriate content as well.
Amazon Textract
Amazon Textract helps you extract text and data from scanned documents, forms, and tables, making it easier to store, analyze, and manage such data.
Amazon Transcribe
Amazon Transcribe allows customers to automatically transcribe audio and video recordings into text. This can save time and effort compared to manual transcription.
Amazon Translate
Use this service to translate text from one language to another in real-time. This is particularly helpful if your business operates in multiple countries or needs to communicate with non-native speakers.
Amazon Bedrock
Amazon Bedrock is a fully managed service that makes foundation models from leading AI startups and Amazon available via an API, so you can choose from a wide range of foundation models to find the model that is best suited for you.
Amazon CodeWhisperer
Amazon CodeWhisperer is a real-time AI coding companion that helps with creating code for routine or time-consuming, undifferentiated tasks, working with unfamiliar APIs or SDKs, making correct and effective use of AWS APIs, and other common coding scenarios such as reading and writing files, image processing, and writing unit tests.
Amazon SageMaker Autopilot
Amazon SageMaker Autopilot is designed to reduce the heavy lifting of building ML models. You simply provide a tabular dataset and select the target column to predict, and SageMaker Autopilot will automatically explore different solutions to find the best model. You then can directly deploy the model to production with just one click or iterate on the recommended solutions to further improve the model quality.