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

Cloudera

Continuous Operations for Production Machine Learning (COPML) helps companies think about the entire life cycle of an ML model. As we explain in our eBook , COPML is a comprehensive approach to ML model development and operation that takes a structured approach to the “ML wrangling” problems many enterprises face.

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Preparing your team for continuous deployment

CircleCI

A key goal for any DevOps team is to shorten the software development cycle and provide continuous delivery of high-quality software. Instead of continuing to the next logical goal, continuous deployment, most companies stop here. Continuous delivery versus continuous deployment. Agile teams.

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Blue-Green Deployments: A Definition and Introductory Guide

LaunchDarkly

At any given time, one app is responding to user traffic, while the other app receives constant updates from your team’s continuous integration (CI) server. Frequent releasing, or continuous delivery (CD), is often a cultural norm on teams with a strong DevOps skillset. Current state. Keep improving.

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Feature Flags (Toggles) in DevOps: How These Concepts Relate

LaunchDarkly

Continuous Integration/Continuous Delivery (CI/CD). The classic example of this idea is continuous integration (CI). One thing that inevitably happens when a team does continuous integration is that developers will face the conundrum of committing partially complete features to the mainline.

DevOps 76
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Technology Trends for 2023

O'Reilly Media - Ideas

Methodology This report is based on our internal “units viewed” metric, which is a single metric across all the media types included in our platform: ebooks, of course, but also videos and live training courses. This growth comes largely from a huge (40%) increase in the use of content about continuous delivery.

Trends 133
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ESG reveals developer security priorities in new study

Lacework

The continuous integration/continuous delivery (CI/CD) process has brought undeniable efficiency gains to cloud-native application development. Source: ESG eBook, Walking the Line: GitOps and. Not only should security be everybody’s job, but everybody should feel comfortable doing it.” .

Study 52