Machine Learning Flashcards
Type of artificial intelligence where you can write programs that learn and remember its own results without being told to do so.
Machine Learning
Gives customers Intelligent Search
Amazon Kendra
Service that gives personalized information to your customers.
Amazon Personalize
Service to automatically detect unexpected changes in thinks like revenue performance, customer retention and help you to identify the root causes.
Amazon Lookout for Metrics
Service to build accurate forecasting models
Amazon Forecast
Service to identify potentially fraudulent online activities
Amazon Fraud Detector
Service to analyze images and videos and extract meaning from them
Amazon Rekognition
A service to turn text into lifelike speech
Amazon Polly
Service to add high-quality speech-to-text translations to your applications.
Amazon Transcribe
Service to easily build conversational agents or chat bots
Amazon Lex
AWS Rekognition creates this from the image that you provide to it.
A list of items it things it thinks it can see in the image.
AWS Rekognition list of items also comes with this
Confidence Percentage
How does AWS Rekognition - Confidence Percentage work
Shows how confident the service is that the item is what it thinks it is.
AWS Rekognition automatically detects adult or violent content in your images through
Image Moderation
AWS Rekognition can get a thorough analysis of a picture of someone’s face through
Facial Analysis
AWS Recognition can recognize celebrities via
Celebrity Recognition
AWS Rekognition can help to extract text from images
Text Extraction
AWS feature to recognize PPE
Personal Protection Equipment
Self-driving car that AWS created that is an advanced machine learning technique.
AWS DeepRacer
This is an AWS DeepRacer “brain”
Model
Set of computer instructions
Algorithm
AWS DeepRacer algorithm
Reward Function
How many outputs does DeepRacer have
One
How does DeepRacer Award Functions work
Write your algorithm to reward or calculate a higher value when car does something correctly
