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Machine Learning

Machine Learning Pipelines for Data Engineers

Learn to build robust ML pipelines with RAG technology, model evaluation metrics, and SHAP explainability. Essential guide for AI/data engineers.

May 5, 2025

How to interpret machine learning (ML) models with SHAP values

We explain what SHAP values are, walk you through a real life example, and outline how you can use them to interpret & explain your machine learning models.

Sep 27, 2022

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Getting started

Quickstart

Get Demo

Pricing

Specs

Product

Data workflows

Developer toolkit

AI Superpowers

Easy integrations

dbt modeling

One-click deploy

Scalability

Extensibility

More…

Solutions

Marketing & Sales

Retail

Financial Services

Healthcare

Energy

Education & Training

Hospitality & Travel

More…

Resources

Documentation

Guides

Help & support

Migration support

Academy

Blog

Changelog

Mage

Community

Partner program

Terms

Privacy Policy

Careers

SOC2 Type II

Made in Silicon Valley © 2026