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Shopify Data

The latest thinking on data, commerce, technology, and culture from the Shopify Data Science & Engineering team.

How to Build a Production Grade Workflow with SQL Modelling

How to Build a Production Grade Workflow with SQL Modelling

Learn how the Shopify Data Platform Engineering team built an SQL modelling tool, leveraging dbt, that speeds up dimensional modelling.

Nov 19, 2020

How to Build an Experiment Pipeline from Scratch

How to Build an Experiment Pipeline from Scratch

Learn how Shopify built an email experimentation pipeline from the ground up.

Oct 19, 2020

How to Use Quasi-experiments and Counterfactuals to Build Great Products

How to Use Quasi-experiments and Counterfactuals to Build Great Products

A/B tests aren’t the only tool to understand causality: quasi-experiments and counterfactuals are powerful tools for causal inference.

Sep 30, 2020

How to Track State with Type 2 Dimensional Models

How to Track State with Type 2 Dimensional Models

Read on to learn how to track state with type 2 dimensional models using modern ETL tooling like PySpark & dbt.

Aug 27, 2020

Great Code Reviews — The Superpower Your Team Needs

Great Code Reviews — The Superpower Your Team Needs

Learn how to ship valuable code that can stand the test of time.

Alejandro Lujan

Jul 29, 2020

How We’re Solving Data Discovery Challenges at Shopify

How We’re Solving Data Discovery Challenges at Shopify

Read about Shopify’s data discovery & management tool, Artifact, designed to increase productivity and make data more accessible.

Jul 21, 2020

How to thrive in the face of disruption: Tips from Shopify’s Data Team

How to thrive in the face of disruption: Tips from Shopify’s Data Team

Shopify’s Data Science & Engineering Foundations

Marc-Olivier Arsenault

Jun 9, 2020

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