Machine Learning Flashcards
Amazon Rekognition
ML tool for facial analysis, text, objects
Amazon Rekognition use cases
Labeling
Content moderation
Text detection
Face detection/search
Pathing (sports, location on field)
Amazon Transcribe
Speech to text
Auto speech recognition
Automatically Remove PII
Language Identification
Polly
Text to speech, using deep learning
Amazon Translate
Language translation
Amazon Lex
Alexa tech
Speech to text
Helps build chatbots
Amazon Connect
Cloud based Virtual Call Center
How do Lex and Connect work together?
Lex takes voice (phone call) and streams it to Connect. Connect invokes Lamda and performs an action.
Amazon Comprehend
Natual Language Processing service to find meaning
Amazon SageMaker
Service to build ML models
Amazon Forecast
ML model to perform forecasts
Kendra
Document Search Service
Incremental Learning
Amazon Personalize
ML service to build recommendations app
Amazon Textract
Extract Text, Handwriting, and Data
Lex vs. Pollly
Lex does Natural Language Processing