- Version 1.2
- 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, scalable engineering, and data science services for Fortune 500 companies undergoing digital transformation. We enable enterprises to optimize operations and make data-driven decisions by collaborating closely with clients on initiatives that span strategy consulting, early prototyping, and enterprise-scale delivery of new digital platforms. Leveraging our accelerators and starter kits pre-built with services from AWS, third-party offerings, and open source, we help companies deploy data driven solutions faster and more effectively.
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.
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.
ML platform provides end-to-end model lifecycle from commit up to production serving
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.
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.
A platform for automated quality control and predictive maintenance using IIoT and AI
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.
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.
Anomaly Detection solution is the system is used to catch abnormal behaviour of connected infrastructure components, services, applications, data in e-commerce, banking, telecom, manufacturing, etc.
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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