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    Analytical Data Platform: Use cases

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    Analytical Data Platform: Use cases - it's a collection of different possibilities ( Batch capability, Streaming capability, Data Quality capability, Data Governance capability, Dashboard capability, ML capability: Visual Attributes, ML capability: Promotion Planning, ML capability: ML Operations, ML capability: ML observability)
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    Analytical Data Platform: Use cases

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    Overview

    Analytical Data Platform: Use cases - it's a collection of different possibilities ( Batch capability, Streaming capability, Data Quality capability, Data Governance capability, Dashboard capability, ML capability: Visual Attributes, ML capability: Promotion Planning, ML capability: ML Operations, ML capability: ML observability) Doc link: https://griddynamics-analytical-data-platform-releases.s3.amazonaws.com/documents/ADP+deployment+steps.pdf  Recommended to run in the following regions: us-east-1, us-east-2, us-west-1 and us-west-2.

    Highlights

    • Batch data processing, extraction and analytics calculation. Data Governance is a framework to build data quality checks, identify lineage (relation) between target and source datasets and building data catalog over existing data in Data Lake and Enterprise Data Warehouse. Data Quality Data Lineage Soda SQL. Real time analytics on top of streaming data from AWS Kinesis where analytics are delivered to AWS Redshift.
    • Demoware use case for building: - Offers - a discount for a product of a list of products. - Promotion - marketing campaign to promote a brand. Demoware use case for: - What is the most popular item/color of item/type of item, etc? - Define the most popular brand of staff. - How can we make sales more efficient? - What is needed to improve the search capabilities?
    • MLOps CI/CD for ML models MLflow Sagemaker Model serving Feature store Model store.

    Details

    Delivery method

    Delivery option
    ADP Use cases
    ADP Batch Processing

    Latest version

    Operating system
    Linux

    Pricing

    Analytical Data Platform: Use cases

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    No refunds

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    Usage information

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    Delivery details

    ADP Use cases

    Supported services: Learn more 
    • Amazon EKS
    Container image

    Containers are lightweight, portable execution environments that wrap server application software in a filesystem that includes everything it needs to run. Container applications run on supported container runtimes and orchestration services, such as Amazon Elastic Container Service (Amazon ECS) or Amazon Elastic Kubernetes Service (Amazon EKS). Both eliminate the need for you to install and operate your own container orchestration software by managing and scheduling containers on a scalable cluster of virtual machines.

    Version release notes

    Add Semantic Layer use case

    Resources

    Support

    Vendor support

    Please allow 24 hours sales@griddynamics.com 

    AWS infrastructure support

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

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