ZenML Blog

The latest news, opinions and technical guides from ZenML.
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ZenML
10 Mins Read

ChequeEasy: Banking with Transformers

A winning entry - 3rd prize winner at Month of MLOps 2022 competition. Extraction of metadata from cheques using Transformers and ZenML.
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ZenML
6 Mins Read

Detecting Fraudulent Financial Transactions with ZenML

A winning entry - 2nd prize winner at Month of MLOps 2022 competition.
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ZenML
11 Mins Read

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

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.
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ZenML
5 Mins Read

Tracking experiments in your MLOps pipelines with ZenML and Neptune

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

ZenML 0.22.0: BentoML Integration and A Revamped Airflow Orchestrator!

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

ZenML's Month of MLOps Recap

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

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

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

ZenML 0.20.0: Our Biggest Release Yet!

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.
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ZenML
2 Mins Read

ZenML's Month of MLOps: Competition Announcement

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.
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