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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

Frequent releasing, or continuous delivery (CD), is often a cultural norm on teams with a strong DevOps skillset. While you might have downtime, the complexity in managing your routes and continuous integration server is non-trivial. Blue-green deployments enable continuous delivery and reduce or eliminate downtime.

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

LaunchDarkly

Continuous Integration/Continuous Delivery (CI/CD). Get our free O’Reilly eBook: Effective Feature Management: Releasing and Operating Software in the Age of Continuous Delivery. In other words: feature flags are a safety net that enables faster code deployments.

DevOps 76
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Cloud misconfiguration: vulnerability hiding in plain sight

CircleCI

It is also much easier to prevent configuration drift and to roll back unintended changes if you adopt continuous delivery tools that keep your configurations evergreen. To explore more about common security issues and how to prevent them, check out CircleCI’s ebook, 6 Paths to Application Security. Scan for vulnerabilities.

Cloud 52
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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 135
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The Challenges and Traps of Architecting Sociotechnical Systems

Strategic Tech

Loosely-coupled teams enabled by loosely-coupled software architecture is one of the strongest predictors of continuous delivery performance and organizational scaling. Check out my free ebook Designing Autonomous Teams and Services (O’Reilly), some of my talks , or previous articles. So how do we find the right boundaries?