Analytics Flashcards
Athena
an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL. Athena is serverless, so there is no infrastructure to setup or manage, and you can start analyzing data immediately.
EMR
Amazon EMR processes big data across a Hadoop cluster of virtual servers on Amazon Elastic Compute Cloud (EC2) and Amazon Simple Storage Service (S3). The elastic in EMR’s name refers to its dynamic resizing ability, which allows it to ramp up or reduce resource use depending on the demand at any given time.
Cloudsearch
CloudSearch is typically used to integrate customized search capabilities into other applications. According to Amazon, developers can set a search application up and deploy it fully in less than an hour.
Elasticsearch
managed service that makes it easy to deploy, operate, and scale Elasticsearch clusters in the AWS Cloud. … An Amazon ES domain is an Elasticsearch cluster in the AWS Cloud that has the compute and storage resources that you specify.
Kinesis
Amazon Kinesis makes it easy to collect, process, and analyze video and data streams in real time. Use Kinesis Video Streams to capture, process, and store video streams for analytics and machine learning. … Use Kinesis Data Firehose to load data streams into AWS data stores.
Quicksight
fast, cloud-powered BI service that makes it easy to build. visualizations, perform ad-hoc analysis, and quickly get business insights from your. data.
Data Pipeline
service that you can use to automate the movement and transformation of data. With AWS Data Pipeline, you can define data-driven workflows, so that tasks can be dependent on the successful completion of previous tasks.
AWS Glue
is a fully managed extract, transform, and load (ETL) service that makes it easy for customers to prepare and load their data for analytics. … AWS Glue is serverless, so there is no infrastructure to buy, set up, or manage
Kinesis Firehose
Amazon Kinesis Data Firehose is a fully managed service which automatically provisions, manages and scales compute, memory, and network resources required to load your streaming data. Once set up, Kinesis Data Firehose loads data continuously as it arrives.