awesome-dbt

Guide for large scale dbt projects. .

Another paid course by Uplimit covering the advanced dbt topics.

Paid course offered by Uplimit covering the basics of dbt.

Data engineering course on cutting edge tools including dbt.

Official free course offered by dbt. Excellent for learning the basics of dbt Cloud.

A beginner tutorial to understand dbt with a real world example.

A dbt & Snowflake workshop on financial data.

Automatically generate ERDs and display in your docs site.

An overivew of best practices on how to integrate dbt with Redshift, that includes information about performance tunning and dbt code optimizations.

Pocket guide on optimization best practices with Snowflake.

Standards for well organized base layer with Airbyte ingestion.

Standards for well organized base layer with Airbyte ingestion.

A unified data catalog, governance, and observability platform. Use it to view models, docs, test results, and column-level lineage across your dbt projects and downstream dashboards.

Automate and streamline the alerting/ notification process for dbt test results using this versatile CLI companion tool. Receive detailed alerts & test metadata seamlessly on various platforms, promoting improved collaboration on dbt project issues 🐞🚀.

Open-source agentic schema for reliable data outputs with native dbt integration. Go from dbt model to agent-ready metrics via CLI.

APIs, Caching, and Access Control on top of dbt Metrics.

Getting started with the dagster-dbt library.

Gives a quick print out summary of changes so you can move fast and (not) break stuff!

Demonstration of Airflow integration.

Repo containing data and dbt template of the survey.

A worked example to demonstrate how to model customer attribution.

A curated list of awesome public dbt projects.

How to build a small and modern data infrastructure.

A dbt project to monitor cloud costs.

Official podcast of dbt Labs.

Official dbt Labs newsletter on topics of the MDS.

Tought-provoking reads from founder of Mode.

Annual dbt conference full of fascinating use-cases.

Second iteration of the analytics engineer conference.

Recordings of Coalesce conferenfes from 2022 and after.

Using project artifacts to identify anomalies and room for refactoring.

Things you should be aware of when using external tables with dbt.

How Monzo built an extension framework for dbt.

Behind the upheaval of the analytics engineer profession.

Best practises from the Vimeo Data team.

How to own your real-time transformation workflows like batch-based alternatives.

Yet another article on extracting value from the manifest file.

Run and schedule dbt-style SQL transformations without Airflow. Adds data ingestion (50+ sources) and built-in data quality to the transformation layer. Open-source CLI or managed

Demonstration of a data orchestration project with Airflow.

Leveraging the dbt manifest in Airflow.

Stale data detection with dbt and BigQuery dataset metadata.

Data breaks. Servers break. dbt and other tools break. Observability and alerting across and down your data estate. Save time with simple, fast data quality test generation and execution.

Port between dbt and great_expectations to extend out-of-the-box tests.

Make simple storing test results and visualisation of these in a BI dashboard leveraging 6 Data Quality KPIs.

A dbt package that provides data anomaly detection as dbt tests.

Guide on how to run unit tests in dbt dynamically.