X Flashcards
Which service is a cloud data warehouse that is good for structured and semi-structured queries?
Redshift
What are the four types of Kinesis solutions?
Firehose, Analytics, Data Streams, Video Streams
Which Kinesis solution used used to load streaming data into data stores and Analytic tools?
Kinesis Firehose
Which Kinesis solution is used to stream video data for analytics and processing?
Kinesis Video Streams
Which Kinesis solution is used to stream large scale data real-time?
Kinesis Data Streams
Which Kinesis solution is used for analysis of streaming data?
Kinesis Analytics
Which service tool should be used to analyze object data stored in S3?
Athena
Which service can leverage SQL scripts to query object data stored in S3?
Athena
Which service adds a search function into a website or application?
CloudSearch
Which service should be used to search, analyze and visualize data in real-time?
Elasticsearch
Which service is a data management and analytics tool specialized for FSI?
FinSpace
Which service should be used to enable data storage to be analyzed and integrated with BI tools?
Redshift
How many Regions does AWS have globally?
25
How many Availability Zones does AWS have globally?
80
What is an inexpensive option that provides big data (petabyte) level processing of large data sets?
Amazon EMR
Which service detects malicious activity?
Guard Duty
Which service should be used to report SOC2 information?
Amazon Artifact
Which service provides 5x faster performance and works with MySQL?
Aurora
Which service provides analysis of petabyte-level data where it lives?
Athena
Which service provides recommendations for cost reduction, security and improved performance?
Trusted Advisor
What are the 5 areas that Trusted Advisor addresses?
FCSPS: Fault Tolerance, Cost Optimization, Service Limits, Performance, Security
Which service is a big data data lake used for streaming and storing documents and backups
Cloud Storage
What are the 6 AWS Well Architected pillars?
CROSSP: Cost Optimization, Reliability, Operational Excellence, Sustainability, Security, Performance Efficiency
Which storage service is best used for scalable storage of object data?
S3 (Simple Storage Service)
Which storage service is an elastic, serverless file data storage?
EFS (Elastic File Storage)
What is GenerativeAI?
A type of AI that can create new content and ideas
What is a Foundation Model?
A very large ML model that is pre-trained. Used to enable GenerativeAI.
3 Types of Foundation Models
Text to Text, Text to Embeddings, Multimodal
A generative AI-powered assistant
Amazon Q
The easiest way to build and scale generative AI applications with FMs
Bedrock
Access and fine tune a wide selection of FMs
SageMaker
Generative BI assistant that uses natural language to build BI dashboards, create visualizations, and perform calculations.
Quicksight
Provides cost savings for deploying smaller AI models
Inferentia
Use for cost efficient high performance LLM
Tranium
Provides the widest selection of FMs
SageMaker
Use to detect objects, etc. in pictures and videos
Rekognition
Build personalized marketing campaigns
Pinpoint, Personalize
Use to create and publish interactive dashboards for use via browsers or mobile devices
Quicksight
Use to embed dashboards into applications and enable self-service analytics
Quicksight
Used to find, subscribe to and use 3rd party data in the cloud
Data Exchange
How do you get large amounts of data into S3 for analysis
Subscribe to the data then use the Data Exchange API
Use if you want to process and move data between different AWS compute and storage services, as well as on-premises data sources, at specified intervals.
Data Pipeline
Use to create complex data processing workloads that are fault tolerant, repeatable and highly available
Data Pipeline
A fully managed ETL service used to prepare and load data for analytics
Glue
Which service can you point at data stored on AWS and it will catalog your data into a data catalog, making it immediately searchable, queryable and available for ETL?
Glue
What is used to break down data silos and combine different types of analytics to gain insights?
Lake Formation
Which service moves data from databases and object storage into a new S3 data lake and prepares the data using ML algorithms?
Lake Formation
What is Apache Kafka?
An open source distributed event streaming platform that provides high performance data pipelines, streaming analytics and data integration.
What does Amazon MSK stand for?
Amazon Managed Streaming for Apache Kafka
Which service is used to build and run applications that use Kafka to process streaming data?
Amazon MSK
Use to coordinate distributed applications and microservices using visual workflows
Step Functions
Enables modifying application workflow without writing code
Step Functions
Use to securely transfer data between SaaS apps and AWS services
AppFlow
Serverless event bus used to build event driven applications using events generated from your applications
EventBridge
A managed orchestration service for Apache Airflow
MWAA
Use to create workflows via Airflow and Python without having to manage the infrastructure
MWAA
Which storage is best for ad tech, fintech, digital media and IoT?
BigTable
Fully managed data warehouse with Analytical capabilities
BigQuery
Fully managed, No SQL DB service for large operational and analytical workloads
Cloud Bigtable
Use this to monitor performance of your cloud infrastructure
Cloud Monitoring
This helps developers to debug, fix or optimize their code
Cloud Debugger
Use this to analyze application performance via CPU usage and memory allocation
Cloud Profiler
What does S3 stand for?
Simple Storage Service
What type of storage is S3
Object storage
What is the fastest S3 storage type
S3 Standard