What's New in v0.13: Spark, Custom Code Deployment, Stack Recipes, and More
September 21, 2022 - Dickson Neoh Tze How - 7 mins read
This release blog describes the changes for three releases v0.13.0 (major release), v0.13.1 and v0.13.2 (minor releases). v0.13.0 brings the first iteration of our Apache Spark integration. v0.13.1 and v0.13.2 includes several bugfixes and quality of life improvements for ZenML users.
Keep the lint out of your ML pipelines! Use Deepchecks to build and maintain better models with ZenML!
September 06, 2022 - Stefan Nica - 17 mins read
Test automation is tedious enough with traditional software engineering, but machine learning complexities can make it even less appealing. Using Deepchecks with ZenML pipelines can get you started as quickly as it takes you to read this article.
What's New in v0.11.0: Label All The Things!
July 19, 2022 - Alex Strick van Linschoten - 6 mins read
This release brings the first iteration of the ZenML annotation stack component and an integration with Label Studio, the popular open-source tool that supports many annotation types. We've also made significant updates to our documentation.
ZenML sets up Great Expectations for continuous data validation in your ML pipelines
July 07, 2022 - Stefan Nica - 18 mins read
ZenML combines forces with Great Expectations to add data validation to the list of continuous processes automated with MLOps. Discover why data validation is an important part of MLOps and try the new integration with a hands-on tutorial.
Podcast: ML Monitoring with Emeli Dral
July 07, 2022 - Alex Strick van Linschoten - 1 min read
This week I spoke with Emeli Dral, co-founder and CTO of Evidently, an open-source tool tackling the problem of monitoring of models and data for machine learning. We discussed the challenges around building a tool that is both straightforward to use while also customizable and powerful.
Podcast: Edge Computer Vision with Karthik Kannan
June 30, 2022 - Alex Strick van Linschoten - 1 min read
I spoke with Karthik Kannan, cofounder and CTO of Envision, a company that builds on top of the Google Glass and using Augmented Reality features of phones to allow visually impaired people to better sense the environment or objects around them.
What's New in v0.10.0: A Kubernetes Native Orchestrator!
June 28, 2022 - Jayesh Sharma - 3 mins read
This release brings the highly-requested Kubernetes Orchestrator and a Vault secret manager to ZenML! We have also added Data Validators as a new stack component and an implementation for Great Expectations to kick things off.