- Version 1.1
- Sold by Grid Dynamics
The Analytical Data Platform provides an end-to-end source-agnostic infrastructure to run streaming and batch applications, build machine learning pipelines, and create data quality checkers.
Grid Dynamics is a leading provider of technology consulting, agile co-creation and scalable engineering and data science services for Fortune 500 corporations undergoing digital transformation. We work in close collaboration with our clients on digital transformation initiatives that span strategy consulting, early prototypes and enterprise-scale delivery of new digital platforms.
The Analytical Data Platform provides an end-to-end source-agnostic infrastructure to run streaming and batch applications, build machine learning pipelines, and create data quality checkers.
Data quality approach in modern enterprise is a mission critical part of data management: it is one of key points of data governance and brings visibility into data processes.
Promotion Planning use case is a part of the Analytical Data Platform which implements cases when you need pricing prediction based on accumulated data such as price and discount catalogs.
Streaming use case is a part of the Analytical Data Platform which lends services for streaming analytics: provisions the Spark Streaming application and supports the stream of data via Amazon Kinesis for further storing them in a database.
Data Governance use case is a part of the Analytical Data Platform which includes Data Quality based on input data or results of data analytics and Data Lineage based on data pipeline and represent dependency between data.
ML platform provides end-to-end model lifecycle from commit up to production serving
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)
Image Recognition use case is a part of the Analytical Data Platform which provides an implementation of item recognition and classification by the image of the item.
A platform for automated quality control and predictive maintenance using IIoT and AI
IoT Platform provides starter kit for building IoT platform and integration with edge node. Starter kit provides inference layer built in cloud and on edge, and comes with anomaly detection application on top of it.
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