Artifical Intelligence, Machine learning and analytics and services Flashcards
What is amazon redshift?
- Is a fully managed data warehouse
- ability to massively Parallel Processing
- Automated Data Management
- is designed for Olap (analytics)
What is Amazon Kinesis?
Family of services that COLLECTS, PROCESSES and ANALYZES data in realtime
that you can you can use to build custom applications
What do Kinesis Data Streams do?
Capture and store streaming video and data
What does Kinesis Data Firehouse do?
Capture Transform and loads data continuously into datastores
What is amazon athena?
It’s an interactive query service
What is AWS Glue?
It prepares your data for analytics and machine learning
it has:
- a data catalogue
- Extract data
- Transform it (clean it / remove duplicates etc)
- Loaded in other AWS service
AWS Data Exchange?
Let you an other subscribe to your data products
What is Amazon Elastic Map reduce?
A big data platform (fully managed)
For large scale parallel Data Processing
For Peta Byte analysys
What is Amazon open search?
- Fully managed Elastic search (based on open-source-technology)
- ## Compatiable with Elasticsearch open source API’s
What is Amazon Manage Streaming Kafka?
Fully managed Apache Kafa
process hundreds of of event sources
real-time data streaming
can be usefull to analyse and track the stock market.
What is apache kafka?
Technology to build real-time data streamin pipelines, It can be time consuming to set these up.
What can you use when your drowning in data?
Amazon Quicksight
What does Amazone Quicksight do?
It is a SaaS service to gain business inisghts. You can build dashboard and can connect on premise / AWS datasources.
What does Amazone SageMaker do?
- Import and prepare your data?
- Build your ML ,model
- Train ML model
- Deploy model
What is Amazone Kendra?
It’s an intelligent seach service. You can query your data in natural language.
