Bruin Academy
Learn to build with AI and data
Hands-on tutorials covering AI agents, data pipelines, and real-world workflows with Bruin's open-source tools.
Join the community on SlackModules
Build an AI Data Analyst
Go from zero to a working AI analyst that understands your database, speaks your domain language, and answers real business questions — in 6 focused steps.
Bruin Core Concepts
Learn the building blocks of Bruin - projects, pipelines, assets, variables, and commands. Everything you need to understand before building your first pipeline.
End-to-End Pipeline: NYC Taxi
Build a complete data pipeline from scratch using real NYC taxi data - from ingestion to staging to reports, with quality checks and AI-assisted development.
Shopify Data Pipeline
Build an analytics stack for your Shopify store - pick your warehouse, marketing, and ads tools, then build a full pipeline with reports and an AI analyst.
Data Engineering Zoomcamp
A free bootcamp by DataTalks.Club covering the data engineering lifecycle. In the Bruin module, learn how Bruin combines ingestion, transformation, and orchestration into a single platform to build end-to-end pipelines.
Tutorials 12
Build Dashboards with an AI Agent
Use the Bruin Cloud AI agent to build interactive dashboards from natural language prompts - generate queries, create charts, and ask follow-up questions in one place.
Connect Bruin Cloud MCP to Claude Code
Set up the Bruin Cloud MCP so your AI agent can query pipelines, inspect runs, and trigger actions in Bruin Cloud directly from your terminal.
AI Analyst for Stock Market Data with BigQuery & Claude
Build a local AI analyst for stock market and investment data using Bruin CLI, BigQuery, and Claude Code.
Connect a Slack AI Analyst to the Stock Market
Build a stock market AI analyst, deploy it to Bruin Cloud, and connect it to Slack so your team can ask data questions in natural language. <a href="https://join.slack.com/t/bruindatacommunity/shared_invite/zt-3rt3616ba-tUTTZWNZoVjB_QSSleDxAg" target="_blank" rel="noopener noreferrer">Join our Slack and try out the agent for free</a>.
Set Up Bruin MCP with Claude Code
Install the Bruin MCP in Claude Code to give your AI agent full access to the Bruin CLI - query data, run assets, and build pipelines using natural language.
Validate Pipelines Before Deploying
Use bruin validate to check pipeline configurations, asset definitions, SQL syntax, dependency issues, and circular dependencies before deploying.
Navigate Your Run History
Use the Bruin VS Code extension to browse past runs, see which assets succeeded or failed, copy commands, and re-run previous executions.
Understand Materialization with Render
Use bruin render to see how materialization transforms your SQL queries at runtime - from append inserts to full refresh table recreation.
Query Databases from Your IDE
Use the Bruin extension's built-in database viewer to browse tables, view schemas, and run queries across all your connections without leaving VS Code.
Auto-Generate Asset Dependencies
Use bruin patch fill-asset-dependencies to automatically detect and generate dependencies from your SQL queries - no manual declaration needed.
Auto-Generate Column Schema from Your Database
Use the Bruin extension to automatically pull column names and data types from your database into your asset definitions - no manual entry needed.
Run Multiple Specific Assets
Select exactly which assets to run using the Bruin VS Code extension - pick individual assets, include downstream dependencies, and create targeted runs.