Anaytics
- Elastic Map Reduce (EMR) - Hadoop framework as a service. Data can be analyzed by EMR in AWS data stores like S3 and DynamoDb etc.
- Athena - Allows you to analyze data stored in an amazon S3 bucket using standard SQL queries
- Elasticsearch Service - Managed service for elasticsearch framework.
- Kinesis - Process and analyze real time streaming data
- QuickSight - Business intelligence tool
Maching Learning
- DeepLens - Deep learning enabled video camera which has a deep learning SDK that allows you to create advanced vision system apps.
- SageMaker - Flagship machine learning product. Enables you build your own machine learning apps and deploy it to the AWS cloud.
- AmazonRekognition - Provides deep learning based analysis of videos and images.
- Lex - Allows you to build conversational chatbots.
- Polly - Natural sounding tex to speech
- Comprehend - Use deep learning analyze text for insights and relationships. Usable for customer analysis and searching of documents etc
- Translate - Use machine learning to acurately translate to various languages
- Transcribe - Automatic speech recognition service that can analyze audio files stored in amazon s3 and return the transcribed text.
Amazon Rekognition Use Case
- Management Console -> Services -> Rekognition
- Send a request to the Amazon Rekognition api though the SDK e.g javascript SDK or java SDK.
- Receive a response with all the labels and the percentage probability of occurrence.
Note
- Amazon Rekognition could be used for image moderation.. i.e to ensure safe content.
Acronyms
- EMR - Elastic Map Reduce
Links
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Notes on AWS - Part 2 - Storages, Databases, Compute and Content Delivery
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Notes on AWS - Part 3 - Management Tools, App Integration and Customer Engagement
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Notes on AWS - Part 6 - Developer, Media, Mobile, Migration, Productivity, IoT and Gaming