Machine Learning Flashcards
Intelligent Search
Amazon Kendra
Personalized Recommendations
Amazon Personalize
Detect unexpected changes; eg. revenue, performance, and customer retention, and identify root causes
Amazon lookout for Metrics
Build accurate forecasting models
Amazon Forecast
Identify potentially fraudulent online activities
Amazon Fraud Detector
Analyze images and videos and extract meaning
Amazon Rekognition
Turn text into life-like speech
Amazon Polly
Add high-quality speech to text capabilities to your applications
Amazon Transcribe
Easily build conversational agents or chat bots
Amazon Lex
Machine Learning Language Services
- Amazon Polly
- Amazon Transcribe
- Amazon Lex
Machine Learning AI
- Amazon Kendra
- Amazon Personalize
Machine Learning Business Metrics
- Amazon Lookout for Metrics
- Amazon Forecast
- Amazon Fraud Detector
Machine Learning Vision
- Amazon Rekognition
Amazon Rekognition
- Give lists of items in image given an image
- Give text given image
- Give identity given celebrity photo
CodeGuru
- Helps review code
- Detect critical issues
- Find security vulnerabilities
- Point out hard to find bugs
CodeGuru Profiler
Finds expensive pieces of code
Amazon Redshift
scalable data warehouse solution
- improves speed/efficiency
- handles exabyte-scale data
Athena
Query service for Amazon S3
- Analyze S3 data using SQL
- pay per query
- serverless
Glue
Prepares data for analytics
- ETL Service
Kinesis
Allows you to analyze data and video streams in real time
- Analyze real-time streaming data
- Supports video, audio, application logs, website clickstreams, IoT
Elastic MapReduce (EMR)
helps you process large amounts of data
- Process big data
- Analyze using hadoop
- Works with big data frameworks
Data Pipeline
Helps you move data between compute and storage services running either on AWS or on-prem
- move data at specific intervals
- move data based on conditions
- sends notification on success or failure
Quicksight
Helps you visualize your data
- Build interactive dashboards
- Embed dashboards in application
Rekognition
allows you to automate your image and video analysis
- image and video analysis
- identify custom labels in images and videos
- face and text detection in images and videos
