Page 2 of 10 for Blog - page 2 | ZenML Blog

Detecting Fraudulent Financial Transactions with ZenML

December 16th, 2022 - Simon Helmig at Two.inc (Guest post) - 6 mins read

A winning entry - 2nd prize winner at Month of MLOps 2022 competition.

How to train and deploy a machine learning model on AWS Sagemaker with ZenML and BentoML

December 14th, 2022 - Safoine El khabich - 11 mins read

Learn how to use ZenML pipelines and BentoML to easily deploy machine learning models, be it on local or cloud environments. We will show you how to train a model using ZenML, package it with BentoML, and deploy it to a local machine or cloud provider. By the end of this post, you will have a better understanding of how to streamline the deployment of your machine learning models using ZenML and BentoML.

Tracking experiments in your MLOps pipelines with ZenML and Neptune

December 05th, 2022 - Hamza Tahir - 5 mins read

ZenML 0.23.0 comes with a brand-new experiment tracker flavor - Neptune.ai! We dive deeper in this blog post.

ZenML's Month of MLOps Recap

November 22, 2022 - Hamza Tahir - 7 mins read

The ZenML MLOps Competition ran from October 10 to November 11, 2022, and was a wonderful expression of open-source MLOps problem-solving.

ZenML 0.22.0: BentoML Integration and A Revamped Airflow Orchestrator!

November 22nd, 2022 - Dickson Neoh - 2 mins read

This release comes with a new BentoML integration and a reworked Airflow orchestrator. We also fixed server-related performance issues and other minor improvements!

Transforming Vanilla PyTorch Code into Production Ready ML Pipeline - Without Selling Your Soul

October 27, 2022 - Felix Altenberger and Dickson Neoh - 24 mins read

Transform quickstart PyTorch code as a ZenML pipeline and add experiment tracking and secrets manager component.

ZenML 0.20.0: Our Biggest Release Yet!

October 5th, 2022 - Hamza Tahir - 6 mins read

The 0.20.0 release is a seminal release in the history of ZenML. Following ten months of continuous feedback and iteration, we bring you a whole new architecture and redesign of ZenML - and a new dashboard to boot! Collaboration among teams has also been taken to a new level in the new version.

ZenML's Month of MLOps: Competition Announcement

September 26, 2022 - Alex Strick van Linschoten - 2 mins read

Join us for a celebration of open-source MLOps, where you get to both express your creativity and solve a problem that is interesting to you! Our MLOps Competition runs from October 10 to November 11, 2022.

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.