> For the complete documentation index, see [llms.txt](https://docs.soda.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.soda.io/guides-and-tutorials/guides-and-tutorials-v3/soda-tutorials.md).

# Guides & tutorials

Welcome to your team’s developer platform

<h2 align="center">Guides &#x26; tutorials</h2>

<p align="center"><mark style="color:$info;">Step-by-step guides for running Soda in your stack.</mark></p>

<p align="center"><button type="button" class="button primary" data-action="search" data-scope="space" data-icon="magnifying-glass">Search the guides…</button></p>

***

<h4 align="center">Find a guide by role</h4>

<table data-view="cards"><thead><tr><th></th><th></th><th></th><th></th><th></th></tr></thead><tbody><tr><td><strong>Data engineer</strong></td><td>Add data quality checks to your pipelines and development workflow.</td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-owner/test-data-quality-in-an-airflow-pipeline.md" class="button secondary small">Test in a pipeline</a></td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-owner/test-data-during-ci-cd-development.md" class="button secondary small">Test during development</a></td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-platform/test-data-quality-before-migration.md" class="button secondary small">Test before migration</a></td></tr><tr><td><strong>Platform admin</strong></td><td>Connect data sources securely and control where data goes.</td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-platform/use-a-secrets-manager.md" class="button secondary small">Use a Secrets Manager</a></td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-platform/double-onboard-a-data-source.md" class="button secondary small">Double-onboard a data source</a></td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-platform/reroute-failed-row-samples.md" class="button secondary small">Reroute failed row samples</a></td></tr><tr><td><strong>Data governance lead</strong></td><td>Protect sensitive data and roll Soda out across teams.</td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-governance/manage-sensitive-data.md" class="button secondary small">Manage sensitive data</a></td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-governance/self-serve-soda.md" class="button secondary small">Self-serve Soda</a></td><td></td></tr><tr><td><strong>Data analyst</strong></td><td>Visualize data quality in the BI tools you already use.</td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/build-a-sigma-dashboard.md" class="button secondary small">Sigma dashboard</a></td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/build-a-grafana-dashboard.md" class="button secondary small">Grafana dashboard</a></td><td></td></tr></tbody></table>

***

<h4 align="center">Find a guide by tool</h4>

<table data-view="cards"><thead><tr><th></th><th></th><th></th><th></th></tr></thead><tbody><tr><td><strong>Airflow</strong></td><td>Run checks as a pipeline step.</td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-owner/test-data-quality-in-an-airflow-pipeline.md" class="button secondary small">Open guide</a></td><td></td></tr><tr><td><strong>Azure Data Factory</strong></td><td>Run checks as a pipeline step.</td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-owner/test-data-quality-in-an-azure-data-factory-pipeline.md" class="button secondary small">Open guide</a></td><td></td></tr><tr><td><strong>Dagster</strong></td><td>Run checks as a pipeline step.</td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-owner/test-data-quality-in-a-dagster-pipeline.md" class="button secondary small">Open guide</a></td><td></td></tr><tr><td><strong>Databricks</strong></td><td>Run checks in pipelines and notebooks.</td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-owner/test-data-quality-in-a-databricks-pipeline.md" class="button secondary small">Pipeline guide</a></td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/data-owner/add-soda-to-a-databricks-notebook.md" class="button secondary small">Notebook guide</a></td></tr><tr><td><strong>Sigma</strong></td><td>Build a data quality dashboard.</td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/build-a-sigma-dashboard.md" class="button secondary small">Open guide</a></td><td></td></tr><tr><td><strong>Grafana</strong></td><td>Build a data quality dashboard.</td><td><a href="/guides-and-tutorials/guides-and-tutorials-v3/build-a-grafana-dashboard.md" class="button secondary small">Open guide</a></td><td></td></tr></tbody></table>

***

<h2 align="center">Join a community of over 4,000 data practitioners</h2>

<p align="center">Join our Slack community or take a look at our GitHub in just a few steps.</p>

<table data-card-size="large" data-view="cards"><thead><tr><th></th><th></th><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><h4><i class="fa-slack">:slack:</i></h4></td><td><strong>Slack community</strong></td><td>Over 4,000 people in data teams are part of our Slack community to ask questions, get help, and share what works.</td><td><a href="https://soda-community.slack.com/join/shared_invite/zt-3t8pdvhnk-h6ABuQgsNenzEILMwOiBSQ" class="button secondary">Join Slack</a></td><td></td></tr><tr><td><h4><i class="fa-github">:github:</i></h4></td><td><strong>GitHub</strong></td><td>Head to our GitHub repository to learn more about Soda Core.</td><td><a href="https://github.com/sodadata" class="button secondary">GitHub</a></td><td></td></tr></tbody></table>


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