Data Science & MLOps

Welcome

Intro

Basic concepts

Architecture

Overview
Data architecture
Challenges
Data Lakehouse
Delta Lake

Frameworks

TFX
MLflow

Explainable AI

What-if Tool
SHAP

Deployment

TFX

References

Bibliography

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Data architecture

Data architecture¶

Overview about different data architecures

Slides

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Challenges

By Jan Kirenz
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