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Announcing General Availability of Model Registry

Cloudera

In the dynamic world of machine learning operations (MLOps), staying ahead of the curve is essential. That’s why we’re excited to announce the Cloudera Model Registry as generally available, a game-changer that’s set to transform the way you manage your machine learning models in production environments.

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Applying AI/ML to Continuous Testing

DevOps.com

Artificial intelligence (AI) and machine learning (ML) can play a transformative role across the software development lifecycle, with a special focus on enhancing continuous testing (CT).

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Debugging PostgreSQL CI failures faster: 4 tips

The Citus Data

To make the dev/test process easier for you, you can use the Postgres CI. When you test your changes on CI and see it fail, how do you proceed to debug from there? When you test your changes on CI and see it fail, how do you proceed to debug from there? Tip #2: Enabling debug build options and using them on CI.

Testing 98
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All the Small Things: Azure CLI Leakage and Problematic Usage Patterns

Prisma Clud

You tell me that the Azure CLI simply outputs environment variables to CI/CD logs without anyone (or at least without many people) knowing? And I can simply try to find these occurrences in the wild? Remember – “some cases”). That doesn’t sound hard. I decided to give it a shot. shouldn’t access your production database keys.

Azure 143
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AWS Looks to Meld MLOps and DevOps

DevOps.com

The rate at which machine learning operations (MLOps) and DevOps best practices are converging is poised for rapid acceleration in 2021. The post AWS Looks to Meld MLOps and DevOps appeared first on DevOps.com.

AWS 145
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Make Your Models Matter: What It Takes to Maximize Business Value from Your Machine Learning Initiatives

Cloudera

We are excited by the endless possibilities of machine learning (ML). We recognise that experimentation is an important component of any enterprise machine learning practice. Continuous Operations for Production Machine Learning (COPML) helps companies think about the entire life cycle of an ML model.

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The GitHub Actions Worm: Compromising GitHub Repositories Through the Actions Dependency Tree

Prisma Clud

Learn how a novel attack vector in GitHub Actions allows attackers to distribute malware across repositories using a technique that exploits the actions dependency tree and puts countless open-source projects and internal repositories at risk. The second way actions can depend on other actions is through the action’s CI/CD pipeline.

Malware 144