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Deployment

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ETL

Google Cloud Compute

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RAG

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Spellbook

SQL

Staff Picks

Streaming

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Data Transformation

The Ultimate Guide to Data Transformation ETL/ELT Pipelines in Python

Learn to build scalable data transformation pipelines in Python. Compare ETL/ELT tools, explore best practices, and implement production-ready solutions.

Apr 24, 2025

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Your AI data engineer

Get started

Request a demo

Product

AI

Data pipelines

Developer experience

Deployments

Scalability

Customizations

Browse features

Resources

Pricing

Documentation

Blog

Platform features

Unique differentiators

Mage Pro vs OSS

Changelog

Getting started

Quickstart

Guides

Templates

Core abstractions

Dynamic blocks

Tools

Help & support

Migration support

Community

Partner program

Company

Terms

Privacy Policy

Compliant

© 2025 Mage Technologies, Inc.