/responsible-ai-lifecycle

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Implementing a Responsible AI lifecycle for cloud based MLOps

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This repository contains an end-to-end walkthrough of a Responsible AI Lifecycle. It is illustrated by folowing the complete ML workflow on a loan decision use case using Azure ML.

Data

We use the UCI adult dataset in this walkthrough.

The data folder includes the datasheet documenting the motivation behind the dataset, it's composition, collection procedure and recommended uses.