Analytics Tools Flashcards
Amazon Athena
Query data in S3 with SQL - query engine, schema on read - pay per query, serverless
Amazon EMR
Run open source big data frameworks
Spark, Hive, Presto in the cloud - big data processing in open source tools
Redshift
Fast, simple, cost-effective data warehousing
Amazon Kinesis
Analyze real-time video and data streams (Kafka)
Video, audio, logs, clickstream, IoT data
Amazon OpenSearch Services
Search, visualize and analyze PBs of text and unstructured data
Log analytics - application monitoring, security info and event management, search
Amazon Quicksight
Fast business analytics service - BI tool
Natural language query, interactive dashboards, automatic pattern and outlier discovery using ML
AWS Glue Databrew
Clean and normalize data 80% faster - visual ETL
250 pre-built transformations to automate data prep without code
Amazon Kinesis Data Streams
Collect streaming data for real-time analytics at scale
Kinesis Data FireHose
Prepare and load real-time data streams into data stores and analytics tools
Amazon Kinesis Video Streams
Capture process and store video streams for analytics and ML
S3
Object Store - Store and retrieve any amount of data, anywhere
AWS Lake Formation
Build a secure data lake in days
AWS S3 Glacier
low cost archive storage in the cloud
AWS Backup
Centralized backup across AWS Services
AWS Glue
Prepare, combine and load data for analytics and ML
AWS Data Exchange
Find and subscribe to third party data in the cloud
AWS Deep Learning AMIs
Deep learning on Amazon EC2
Amazon Sagemaker
Build, train, and deploy ML models at scale
Relational Databases
Aurora, Amazon RDS, Amazon Redshift
Traditional applications, enterprise resource planning, customer relationship management, ecommerce
Key-Value
Amazon DynamoDB -oracle killer at Amazon!
High-traffic web applications, ecommerce systems, gaming applications
In-Memory
Amazon Elasticache, Amazon Memory DB for Redis
Caching, session management, gaming leaderboards, geospatial applications
Document Database
Amazon DocumentDB
Content management, catalogs, user profiles
Wide Column
Amazon Keyspaces
High-scale industrial apps for equipment maintenance, fleet management, route optimization. Managed Cassandra
Graph
Amazon Neptune
Fraud detection, social networking, recommendation engines
Time Series
Amazon Timestream
IoT apps, DevOps, industrial telemetry
Ledger
Amazon Ledger Database Services
Systems of records, supply chain, registrations, banking transactions
