zenml
  • Home
  • Tags
  • ZenML

ZenML | blog

The latest news, opinions and technical guides from ZenML.

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.

Deploy your ML models with KServe and ZenML

August 04, 2022 - Safoine El khabich - 14 mins read


How to use ZenML and KServe to deploy serverless ML models in just a few steps.

What's New in v0.12.0: Serverless Inferencing on Kubernetes with KServe

August 02, 2022 - Dickson Neoh Tze How - 4 mins read


This release brings KServe integration to ZenML.

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.

How to run production ML workflows natively on Kubernetes

June 29, 2022 - Felix Altenberger - 13 mins read


Getting started with distributed ML in the cloud: How to orchestrate ML workflows natively on Amazon Elastic Kubernetes Service (EKS).

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.
  • Previous
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • Next

About ZenML

  • Imprint & Data privacy

Links

  • ZenML Home
  • ZenML Docs
  • ZenML Terms of service

Contact Us

  • info@zenml.io