Machine Learning Flashcards
AI
Artificial Intelligence
- teaches computers to do things that normally require human intelligence.
Rekognition
allows you to automate image and video analysis
- identify custom labels in images and video
- face and text detection in images and video
Example use case for Rekognition
analyze pizza images to see if pizzas are being made properly
Comprehend
a natural language processing service that finds relationship in text
Example use case for Comprehend
reviewing social media posts or comments to look for words that show customer sentiment (tasty, delicious, bad, etc.)
Polly
turns text into speech
- can be downloaded and replayed in MP3 format
Sage Maker
flagship Machine Learning service on AWS
- helps you build, train and deploy machine learning models quickly
- provides Deep Learning AMIs
Deep Learning AMIs
EC2 instances with high compute capacity for machine learning
Example use case for Sage Maker
- Netflix recommendation engine
- Amazon recommendations
Translate
real time batch language translation
supports many language and content formats
Use case for Translate
adding localization to a website
Lex
helps you build conversational interfaces like chat bots
- recognizes speech and understands language
Example use case for Lex
Alexa