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.

The data-validation toolkit for enhanced dbt (data build tool) PR review

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

dbt adapter for SQL Server and Azure SQL

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

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

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

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

Arcane Insight is a data analytics project designed to harness the power of SQLMesh & DuckDB to collect, transform, and analyze data from Blizzard’s Hearthstone API. Focused on card statistics and attributes, this project reveals detailed insights into card mechanics, strengths, and trends to support BI and strategic analysis.

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

dbt starter code for enterprise Snowflake usage data artifacts

Best practices for data workflows, integrations with the Modern Data Stack (MDS), Infrastructure as Code (IaC), Cloud Provider Services

✍️ dbt doc generator for advanced data teams

Readings for Analytics Engineers