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Full Stack Data Science in Python

A Git-like Version Control File System for AI & Data Product Management.

Template to deploy a Data Product for analytics and data science use-cases into a Data Landing Zone of the Data Management & Analytics Scenario (former Enterprise-Scale Analytics). The Data Product template can be used by cross-functional teams to create insights and products for external users.

The Data Product Descriptor Specification (DPDS) Repository

Template to deploy a Data Product for Batch data processing into a Data Landing Zone of the Data Management & Analytics Scenario (former Enterprise-Scale Analytics). The Data Product template can be used by cross-functional teams to ingest, provide and create new data assets within the platform.

Template to deploy a Data Product for data stream processing into a Data Landing Zone of the Data Management & Analytics Scenario (former Enterprise-Scale Analytics). The Data Product template can be used by cross-functional teams to ingest, provide and create new data assets within the platform.

Artifacts of the EKGF Data Product Workgroup (DPROD)

[Deprecated] A framework to create powerful and flexible data products combining automation, analytics, and AI using Notebook templates.

A platform to manage the data product life cycle

The Data Store API Specification Repository

Playground site for creating/validating data contracts

Home of the Open Data Product Standard (ODPS).

Teaching materials for Building data-driven products

A Machine Learning Product for Understanding the Macroeconomic Environment

Repo for the case study: Collider Bias - The Hairdresser Example

A repo for the MOOC of the same name.

The Schema Annotations Specification (SAS) Repository

Rapid pathogen sequencing and identification

Repo for the case study: d-separation