Blog posts about Data Science

Introduction In the fast-paced world of streaming, personalization plays a vital role in enhancing user experiences. ...

In 2022, we shipped Merlin, Shopify’s new and improved machine learning platform built on Ray. We built a flexible pl...

We recently released ShopifyQL Notebooks, a powerful self-serve tool which enables merchants to explore how their bus...

A business’s taxes can be difficult to manage, especially in the United States. Tax laws are complicated and vary sta...

We did a couple of new things in Wrapped this year, and one of these is a thing called Your Listening Personality. Yo...

Usually, when you set success metrics you’re able to directly measure the value of interest in its entirety. For exam...

With the latest advances in the React Native architecture, allowing direct communication between the JavaScript and n...

In 2020, we announced that React Native is the future of mobile at Shopify and since then we’ve been migrating all ou...

In this blog post, I’ll be introducing how Shopify is improving CRuby’s performance in Ruby 3.2 by optimizing the mem...

Hi everyone! How are you doing? It's me, Aaron (some people know me on the internet as Tenderlove)! I hope you're doi...

GitHub personal access tokens (PATs) are like a key: a very, very large key that opens a very, very wide door. Long-l...

By Kevin Lam and Rafael Aguiar At Shopify, we’ve adopted Apache Flink as a standard stateful streaming engine that p...

When building any kind of real-time data application, trying to figure out how to send messages from the server to th...

"Is there a way to extract Datadog metrics in Python for in-depth analysis?"  This question has been coming up a lot...

During the infrastructural exploration of a pipeline my team was building, we discovered a query that could have cost...

We are very excited to announce that the open-source web framework Remix and its team are joining Shopify. Why? The w...

Over the past few years, as I’ve been managing multiple developer infrastructure teams at once, I’ve found some tensi...

As a developer based in Singapore, I spend most of my time working with team members who are in time zones roughly ni...