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Machine Learning - Coggle Diagram
Image/Video
Amazon Rekognition
- Identify various object from images/videos
- Can be used for content moderation to flag inappropriate items automatically
Textract
- Extract text from scanned documents
Signal/Sound
Amazon Transcribe
- Speech to text model
- Supports multilingual detection support
Polly
- Synthetic human speech generator from text
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NLP
Translate
- Neural machine translation service
Lex
- Speech to text
- NLU to understand the intent of text/callers
Comprehend
- Analyze insights and connections in text
- Medical: HIPAA compliant version exist
Kendra
- Organize textual documents using ML model
- Data can be from various sources with pre-build connectors (S3, SharePoint, Salesforce, etc.)
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Alexa for Business
- Alexa to support employees in meeting rooms/desk
- Increase utilization of meeting rooms
SageMaker
- Fully managed build, train, and deploy ML service
- Also provides seamless deployment to production-ready environment
Time series
Forecast
- Statistical/ML model for time-series predictions
Recommender
Personalise
- Build and deploy curated recommendation model
- User segmentation model at scale