A curated list of awesome dbt resources

Scalable identity resolution, entity resolution, data mastering and deduplication using ML

Optimus is an easy-to-use, reliable, and performant workflow orchestrator for data transformation, data modeling, pipelines, and data quality management.

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

dbt package that is part of Elementary, 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.

dbt adapter for SQL Server and Azure SQL

The Trino (https://trino.io/) adapter plugin for dbt (https://getdbt.com)

Main repo including core data model, data marts, reference data, terminology, and the clinical concept library

Project demonstrating how to automate Prefect 2.0 deployments to AWS ECS Fargate

Example repository showing how to build a data platform with Prefect, dbt and Snowflake

Amora Data Build Tool enables analysts and engineers to transform data on the data warehouse (BigQuery) by writing Amora Models that describe the data schema using Python's "PEP484 - Type Hints" and select statements with SQLAlchemy. Amora is able to transform Python code into SQL data transformation jobs that run inside the warehouse.

🥪🦘 An open source sandbox project exploring dbt workflows via a fictional sandwich shop's data.

A Python package that creates fine-grained dbt tasks on Apache Airflow

A dbt (data build tool) project you can use for testing purposes or experimentation

dbt starter code for enterprise Snowflake usage data artifacts

✍️ dbt doc generator for advanced data teams

Readings for Analytics Engineers

🥪🏭 A simple CLI for generating synthetic Jaffle Shop data.

A starter dbt project and synthetic claims dataset for trying out the Tuva Project.

This connector is a dbt project that maps Medicare CCLF claims data to the Tuva Input Layer.