Podcast: The Modern Data Stack with Tristan Zajonc
February 10, 2022 - Alex Strick van Linschoten - 1 min read
Tristan and Alex discuss where machine learning and AI are headed in terms of the tooling landscape. Tristan outlined a vision of a higher abstraction level, something he's working on making a reality as CEO at Continual.
How to improve your experimentation workflows with MLflow Tracking and ZenML
February 9, 2022 - Alex Strick van Linschoten - 6 mins read
Use MLflow Tracking to automatically ensure that you're capturing data, metadata and hyperparameters that contribute to how you are training your models. Use the UI interface to compare experiments, and let ZenML handle the boring setup details.
What's New in v0.6.1: Reach for the AWS and Azure Cloud! ☁️
February 7, 2022 - Alex Strick van Linschoten - 2 mins read
Release notes for the new version of ZenML. We now support AWS S3 and Azure Blob Storage as artifact stores. You'll also find a lot of smaller improvements and bug fixes in this release.
How to build a three-pointer prediction pipeline
February 2, 2022 - Alexej Penner - 10 mins read
We challenged ourselves to put our own tool to the test and set up a few pipelines to answer two questions: Did Steph Curry change the game of basketball? And how many three-pointers will be in the next NBA game?
Podcast: Neurosymbolic AI with Mohan Mahadevan
January 27, 2022 - Alex Strick van Linschoten - 1 min read
Mohan and Alex discuss neurosymbolic AI and the implications of a shift towards that as a core paradigm for production AI systems. In particular, we discuss the practical consequences of such a shift, both in terms of team composition as well as infrastructure requirements.
What's New in v0.6.0: whylogs integration and some big core architecture changes
January 26, 2022 - Alex Strick van Linschoten - 3 mins read
Release notes for the new version of ZenML. ZenML now supports whylogs (from whylabs) that logs data from your ML pipelines in production. We also made some sizeable (breaking 😢) core architecture changes
10 Reasons ZenML ❤️ Evidently AI's Monitoring Tool
January 21, 2022 - Alex Strick van Linschoten - 7 mins read
ZenML recently added an integration with Evidently, an open-source tool that allows you to monitor your data for drift (among other things). This post showcases the integration alongside some of the other parts of Evidently that we like.
Get to know ZenML through examples
January 6, 2022 - Alex Strick van Linschoten - 2 mins read
ZenML has a treasure-trove of examples available for users to get to know specific features. Using these examples, running them and pulling refreshed versions is easy with our CLI that takes on the heavy work for you.