Monte Carlo simulation of the NBA season, leveraging dbt, duckdb and evidence.dev.

A fast, free and open-source Modern Data Stack (MDS) that can be fully deployed on your laptop or to a single machine.

This project implements a sports Monte Carlo simulator using duckdb, dbt, and evidence. The project is built and run about once per day in a github action. You can learn more about this on the original blog post or on the about page.

• MDS-in-a-box @ GitHub.

Efficient data transformation and modeling framework that is backwards compatible with dbt.

SQLMesh is a next-generation data transformation framework designed to ship data quickly, efficiently, and without error. Data teams can efficiently run and deploy data transformations written in SQL or Python with visibility and control at any size.

• SQLMesh @ GitHub.

Related contents:

• Why SQLMesh Might be The Best dbt Alternative @ The Data Toolbox.

Level up your dbt™ skills on your own time with dbt Fundamentals.Learn Analytics Engineering with dbt.