Analytics / Machine Learning Flashcards
Amazon Redshift
Scaleable data warehouse solution
Improves speed and efficiency
Handles exabyte scale data
Athena
Query service for Amazon S3
Analyze S3 data using SQL
Pay per query
Considered serverless
Glue
Prepares your data for analytics
Extract, transform, load (ETL) service
Prepare and load data
Helps better understand your data
Also has crawler and glue data catalog
Kinesis
Allows analysis of data & video streams in real time
Supports video, audio, app logs, website click streams, and IOT
Elastic Map Reduce (EMR)
Process big data
Analyze data using Hadoop (frame for processing lg. data across platforms)
Works w/ big data frameworks
Data Pipeline
Helps move data between compute & storage services running either in AWS or on prem.
Moves data @ specific intervals
Moves data based on conditions
Sends notifications on success or failure
Quick Sights
Helps visualize data
Build interactive dashboards
Embed dashboards in your applications
Rekognition
Allows automation of video and image analysis
Identify custom labels in images and videos
Face and text detection in images and videos
Comprehend
Natural Language Processing (NLP) service
Uncovers insights and relationships
Analyzes text
Polly
Text to speech
Mimics natural sounding human speech
Several voices across many languages
Can create a custom voice
Sage Maker
Helps build, train, and deploy machine learning models quickly
Prepare data for models
Train and deploy models
Provides deep learning AMIs
Translate
Provides real-time & batch language translation
Supports many languages
Translates many content formats
Lex
Helps build conversational interfaces like chatbots
Recognizes speech and understands language
Build highly engaging chatbots
Powers Amazon Alexa
