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Podcast: Practical MLOps with Noah Gift

December 2, 2021 - Alex Strick van Linschoten - 1 min read

We discuss the role of MLOps in an organization, some deployment war stories from his career as well as what he considers to be 'best practices' in production machine learning.

How we track our todo comments using GitHub Actions

December 01, 2021 - Michael Schuster - 3 mins read

A programmatic means of ensuring #TODO comments made in code also end up in our Jira ticketing system.

Lazy Loading Integrations in ZenML

November 26, 2021 - Baris Can Durak - 5 mins read

How integrations work under the hood to connect you to the tools you know and love.

What's New in v0.5.3

November 24, 2021 - Alex Strick van Linschoten - 1 min read

Release notes for the new version of ZenML.

Pipeline Conversations: Our New Podcast

November 19, 2021 - Adam Probst - 1 min read

We launched a podcast to have conversations with people working to productionize their machine learning models and to learn from their experience.

Introducing the revamped ZenML 0.5.x

November 16, 2021 - Michael Schuster - 5 mins read

We rewrote much of our code base to make it more robust and also to enable new features.

10 Ways To Level Up Your Testing with Python

November 4, 2021 - Alex Strick van Linschoten - 9 mins read

A mix of mental and technical skills you can develop to get better at testing your Python code.

Taking on the ML pipeline challenge

October 27, 2021 - Hamza Tahir - 7 mins read

Why data scientists need to own their ML workflows in production.

Why ML should be written as pipelines from the get-go

March 31, 2021 - Hamza Tahir - 7 mins read

Eliminate technical debt with iterative, reproducible pipelines.

Spot the difference in ML costs

January 28th, 2021 - Hamza Tahir - 5 mins read

Spot instances are a great option for anyone training machine learning models; they're much cheaper than other on-demand options, albeit with some drawbacks.