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What is artificial intelligence? See how it differs from machine learning in IT ops

Dynatrace

These systems are generating more data than ever, and teams simply can’t keep up with a manual approach. Therefore, organizations are increasingly turning to artificial intelligence and machine learning technologies to get analytical insights from their growing volumes of data. So, what is artificial intelligence?

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The State of DevOps Automation assessment: How automated are you?

Dynatrace

DevOps automation eliminates extraneous manual processes, enabling DevOps teams to develop, test, deliver, deploy, and execute other key processes at scale. Automation thus contributes to accelerated productivity and innovation across the organization. Automation can be particularly powerful when applied to DevOps workflows.

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Why business digital transformation is still a key C-level priority today

Dynatrace

Lest readers believe that business digital transformation has fallen out of fashion, recent data suggests that digital transformation initiatives are still high on the agenda for today’s leaders. DevOps methodology—which brings development and ITOps teams together—also forwards digital transformation.

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Automating DevOps practices fuels speed and quality

Dynatrace

Takeaways from this article on DevOps practices: DevOps practices bring developers and operations teams together and enable more agile IT. Still, while DevOps practices enable developer agility and speed as well as better code quality, they can also introduce complexity and data silos. Dynatrace news.

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The path to achieving unprecedented productivity and software innovation through ChatGPT and other generative AI

Dynatrace

At Dynatrace, we’ve been exploring the many ways of using GPTs to accelerate our innovation on behalf of our customers and the productivity of our teams. At Perform, our annual user conference, in February 2023, we demonstrated how people can use natural or human language to query our data lakehouse.

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State and local agencies speed incident response, reduce costs, and focus on innovation

Dynatrace

With constraints on IT resources, downtime shifts staff away from innovation and other strategic work. Kailey Smith, application architect on the DevOps team for Minnesota IT Services (MNIT), discussed her experience with an outage that left her and her peers to play defense and fight fires. Dynatrace truly helps us do more with less.

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What is predictive AI? How this data-driven technique gives foresight to IT teams

Dynatrace

But when these teams work in largely manual ways, they don’t have time for innovation and strategic projects that might deliver greater value. Predictive AI uses machine learning, data analysis, statistical models, and AI methods to predict anomalies, identify patterns, and create forecasts. Proactive resource allocation.