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MLOps: Methods and Tools of DevOps for Machine Learning

Altexsoft

It facilitates collaboration between a data science team and IT professionals, and thus combines skills, techniques, and tools used in data engineering, machine learning, and DevOps — a predecessor of MLOps in the world of software development. MLOps lies at the confluence of ML, data engineering, and DevOps. MLOps vs DevOps.

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A Brief History of DevOps, Part IV: Continuous Delivery vs. Continuous Deployment

CircleCI

Continuous delivery is the practice of ensuring that software is always ready to be deployed. Part of that insurance is testing every change you’ve made. Continuous delivery requires continuous integration. Think back to that time when we explained what continuous integration was.

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Ensuring Business Benefit from DevOps

Coforge

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DevOps 52
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ANNOUNCEMENT — Stackery Expands Serverless Security and Continuous Delivery Capabilities

Stackery

Today, Stackery is announcing enhanced security and continuous integration and delivery (CI/CD) capabilities that enable teams to automate delivery best practices from laptop to production.

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Infrastructure as Code: benefits & tools

Apiumhub

IaC is also an essential DevOps practice, indispensable to a competitively paced software delivery lifecycle. IaC is a key DevOps practice and is used in conjunction with continuous delivery. Infrastructure as Code enables DevOps teams to test applications in production-like environments early in the development cycle.

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7 Benefits of testing in isolation

CircleCI

The base concept of testing in isolation is probably clear to developers and DevOps engineers. That way, you’ll be better informed when deciding to introduce isolation testing to your team’s DevOps environment. DevOps typically unit tests each module in isolation. Enabling continuous deployment. Providing documentation.

Testing 52
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Open Source Versioning: The Race to Stay Up-to-Date

DevOps.com

Open source libraries, once shunned as risky and not ready for prime time, are now used extensively across major corporations, including insurers. However, having made the […].