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AWS DB/Analytics Portfolio > Analytics Tools > Flashcards

Analytics Tools Flashcards

1
Q

Amazon Athena

A

Query data in S3 with SQL - query engine, schema on read - pay per query, serverless

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2
Q

Amazon EMR

A

Run open source big data frameworks

Spark, Hive, Presto in the cloud - big data processing in open source tools

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3
Q

Redshift

A

Fast, simple, cost-effective data warehousing

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4
Q

Amazon Kinesis

A

Analyze real-time video and data streams (Kafka)

Video, audio, logs, clickstream, IoT data

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5
Q

Amazon OpenSearch Services

A

Search, visualize and analyze PBs of text and unstructured data
Log analytics - application monitoring, security info and event management, search

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6
Q

Amazon Quicksight

A

Fast business analytics service - BI tool

Natural language query, interactive dashboards, automatic pattern and outlier discovery using ML

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7
Q

AWS Glue Databrew

A

Clean and normalize data 80% faster - visual ETL

250 pre-built transformations to automate data prep without code

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8
Q

Amazon Kinesis Data Streams

A

Collect streaming data for real-time analytics at scale

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9
Q

Kinesis Data FireHose

A

Prepare and load real-time data streams into data stores and analytics tools

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10
Q

Amazon Kinesis Video Streams

A

Capture process and store video streams for analytics and ML

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11
Q

S3

A

Object Store - Store and retrieve any amount of data, anywhere

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12
Q

AWS Lake Formation

A

Build a secure data lake in days

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13
Q

AWS S3 Glacier

A

low cost archive storage in the cloud

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14
Q

AWS Backup

A

Centralized backup across AWS Services

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15
Q

AWS Glue

A

Prepare, combine and load data for analytics and ML

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16
Q

AWS Data Exchange

A

Find and subscribe to third party data in the cloud

17
Q

AWS Deep Learning AMIs

A

Deep learning on Amazon EC2

18
Q

Amazon Sagemaker

A

Build, train, and deploy ML models at scale

19
Q

Relational Databases

A

Aurora, Amazon RDS, Amazon Redshift

Traditional applications, enterprise resource planning, customer relationship management, ecommerce

20
Q

Key-Value

A

Amazon DynamoDB -oracle killer at Amazon!

High-traffic web applications, ecommerce systems, gaming applications

21
Q

In-Memory

A

Amazon Elasticache, Amazon Memory DB for Redis

Caching, session management, gaming leaderboards, geospatial applications

22
Q

Document Database

A

Amazon DocumentDB

Content management, catalogs, user profiles

23
Q

Wide Column

A

Amazon Keyspaces

High-scale industrial apps for equipment maintenance, fleet management, route optimization. Managed Cassandra

24
Q

Graph

A

Amazon Neptune

Fraud detection, social networking, recommendation engines

25
Q

Time Series

A

Amazon Timestream

IoT apps, DevOps, industrial telemetry

26
Q

Ledger

A

Amazon Ledger Database Services

Systems of records, supply chain, registrations, banking transactions

AWS DB/Analytics Portfolio (1 decks)

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