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Kubeflow vs MLFlow

Jun 15, 2023 By Canonical In Canonical

Learn the main differences between the MLOps tools of choice: Kubeflow and MLFlow Started by Google a couple of years ago, Kubeflow is an end-to-end MLOps platform for AI at scale. Canonical has its own distribution, Charmed Kubeflow, which addresses the entire machine-learning lifecycle. Charmed Kubeflow is a suite of tools, such as Notebooks for training, Pipeline for automation, Katib for hyperparameter tuning or KServe for model serving and more. Charmed Kubeflow benefits from a wide range of integrations with other tools such as MLFlow, Spark, Grafana or Prometheus.

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6 Tips For Teachers That Are Starting Work Online

Jun 14, 2023 By OpsMatters In OpsMatters

In recent years, the world of education has witnessed a significant shift towards online teaching. With the advent of technology and the rise of virtual platforms, many teachers are finding themselves in a new and exciting realm of education. While the transition from traditional classrooms to online teaching may seem daunting, it presents a plethora of opportunities for both personal and professional growth. To help you navigate this new landscape successfully, we have compiled six essential tips for teachers who are starting work online.

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Quickly create performance and regression tests from a Postman collection

Jun 14, 2023 By Speedscale In Speedscale

Speedscale is a Y-Combinator backed startup that helps Kubernetes engineering teams build more resilient and performant containerized apps. Unlike other tools, we use agents/sidecars to record and playback sanitized traffic that you see in prod. With Speedscale, engineers can simulate production conditions, generate load, and mock third party backends modeled after real traffic patterns.

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Demo Roundup: Operationalizing AI

Jun 14, 2023 By PagerDuty In PagerDuty

In this demo roundup, see how the PagerDuty Operations Cloud works end-to-end to help a fictional media company automatically detect, diagnose, and resolve an underperforming AI feature in their streaming platform. All while keeping internal stakeholders and customers informed!

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Measuring Stack Usage the Hard Way

Jun 14, 2023 By Noah Pendleton In Memfault

Embedded systems often require a careful eye to where memory resources are being spent, especially runtime memory utilization like stack and heap memories. This article is intended to shed some light on strategies for measuring stack memory usage on a small embedded system.

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Dynamic Observability Tools for API Live Debugging

Jun 14, 2023 By Eran In Lightrun

Application Programming Interfaces (APIs) are a crucial building block in modern software development, allowing applications to communicate with each other and share data consistently. APIs are used to exchange data inside and between organizations, and the widespread adoption of microservices and asynchronous patterns boosted API adoption inside the application itself.

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Monitor machine learning models with Fiddler's offering in the Datadog Marketplace

Jun 14, 2023 By Aaron Kaplan In Datadog

With the growing utilization of AI, modern business applications rely more and more on machine learning (ML) models. But the complexity of these models poses significant challenges to data scientists, engineers, and MLOps teams seeking to maintain and optimize performance.

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Scaling Business Operations with Intelligent Automation

Jun 13, 2023 By OpsMatters In OpsMatters

In today's ever-evolving business landscape, the demand for operational efficiency and productivity is a constant factor. It's become clear that traditional approaches to business operations often fail to meet these demands, prompting businesses to seek out innovative solutions. One such solution that has emerged in the digital age is Intelligent Automation (IA).

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Almaden Brings the Power of Generative AI to Collective IQ®, Revolutionizing Digital Employee Experience

Jun 13, 2023 By Almaden AI In Almaden AI

Almaden Inc is excited to super-charge Collective IQ®, a game-changing Digital Employee Experience solution, with the power of Generative AI. Collective IQ® revolutionizes the way organizations optimize their digital workplaces, providing unparalleled insights, support, and automation.

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