Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

🧙 Build, run, and manage data pipelines for integrating and transforming data.

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

Agentic BI. Analytics at the speed of code ⚡️

Scalable and efficient data transformation framework - backwards compatible with dbt.

Compare tables within or across databases

Data Contracts engine for the modern data stack. https://www.soda.io

The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.

A curated list of awesome dbt resources

🔥🔥🔥 Open source Reverse ETL - alternative to hightouch and census.

re_data - fix data issues before your users & CEO would discover them 😊

dbt adapter for DuckDB

Run your dbt Core or dbt Fusion projects as Apache Airflow DAGs and Task Groups with a few lines of code

Port(ish) of Great Expectations to dbt test macros

Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.

Enforce Data Contracts

A data engineering project with Kafka, Spark Streaming, dbt, Docker, Airflow, Terraform, GCP and much more!

do more with dbt. dbt-fal helps you run Python alongside dbt, so you can send Slack alerts, detect anomalies and build machine learning models.

Supplementary Materials for the The Complete dbt (Data Build Tool) Bootcamp Udemy course

Kuwala is the no-code data platform for BI analysts and engineers enabling you to build powerful analytics workflows. We are set out to bring state-of-the-art data engineering tools you love, such as Airbyte, dbt, or Great Expectations together in one intuitive interface built with React Flow. In addition we provide third-party data into data sc…