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MLOps: Methods and Tools of DevOps for Machine Learning

Altexsoft

When speaking of machine learning, we typically discuss data preparation or model building. The fusion of terms “machine learning” and “operations”, MLOps is a set of methods to automate the lifecycle of machine learning algorithms in production — from initial model training to deployment to retraining against new data.

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Understanding the Role of DevOps in Digital Engineering

OTS Solutions

To meet this demand, enterprises have turned to DevOps and digital engineering practices to streamline their software development and delivery processes. What are DevOps and Digital Engineering? It involves the integration of software, hardware, and data to drive innovation, improve efficiency, and enhance customer experience.

DevOps 130
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article thumbnail

Understanding the Role of DevOps in Digital Engineering

OTS Solutions

To meet this demand, enterprises have turned to DevOps and digital engineering practices to streamline their software development and delivery processes. What are DevOps and Digital Engineering? It involves the integration of software, hardware, and data to drive innovation, improve efficiency, and enhance customer experience.

DevOps 130
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CircleCI Will Use AI to Increase Collective DevOps Intelligence

DevOps.com

CircleCI has committed to adding additional collective intelligence capabilities to its continuous integration/continuous delivery (CI/CD) platform that will leverage machine learning and other forms of artificial intelligence (AI) to optimize application development and delivery.

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10+ Biggest DevOps Mistakes You Must Need to Avoid in 2023

OTS Solutions

Most business owners talk about DevOps, but when it comes to implementing them, problems start. Having gone through the process with many companies, a DevOps engineer told me the five common DevOps mistakes organizations make when carrying out DevOps development for the first time.

DevOps 130
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Harness to Apply AI to DevOps

DevOps.com

Harness, at its {Unscripted} 2020 conference today, announced its plans in the fourth quarter to make available as a beta a module that leverages machine learning algorithms to optimize build and test cycles on the Harness Continuous Integration (CI) Enterprise platform.

DevOps 145
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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