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Best practices for monitoring ML models in production

Regardless of how much effort teams put into developing, training, and evaluating ML models before they deploy, their functionality inevitably degrades over time due to several factors. Unlike with conventional applications, even subtle trends in the production environment a model operates in can radically alter its behavior. This is especially true of more advanced models that use deep learning and other non-deterministic techniques.

5 Best IT Monitoring Software

IT monitoring software tracks the operations and activities of your end users and any software in your IT environment. IT experts use this specific type of software to determine the health and performance of your IT infrastructure and its components so that you can make well-informed and real-time decisions for resource provisioning and IT security. You may be researching the best IT monitoring software on the market today but don’t know where to start. That’s where we come in.

Datadog vs. New Relic: 2024 Comparison

If you're working in IT monitoring and observability, you simply cannot ignore the power of Datadog and New Relic. These two tools have plenty of features that can revolutionize your entire observability strategy and give you complete control over your infrastructure. These tools are built so as to capture the tiniest of details, be it on applications, infrastructure, databases, servers, or something completely on the cloud.

A Product Manager's Insights from KubeCon + CloudNativeCon Europe 2024

I recently had the privilege of attending KubeCon + CloudNativeCon Europe 2024 in Paris. The conference, hosted by the Linux Foundation, marked the 10th anniversary of Kubernetes. Here are the key takeaways and highlights from the conference.

Feature Friday #7: depends_on

Ever wanted to make sure a promise only runs if some other promise has succeeded? Consider this contrived example with two reports type promises, It's Friday! and I love CFEngine Feature Friday. Per normal ordering1, these two promises will be emitted in the written order. /tmp/feature-friday-7.cf command output If we want them in the opposite order, we could either change the order or define classes based on the results of the promises.

How Canopy Systems Redefine Sustainability in Commercial Buildings

Sustainable architecture is undergoing a revolution. With urban landscapes growing denser, finding eco-friendly ways to expand our built environment is essential. Canopy systems, traditionally valued for their aesthetic and sheltering qualities, are now driving innovation in sustainability within commercial spaces. This blog post will explore how these systems, when employed thoughtfully, can significantly reduce a building's environmental footprint, improve energy efficiency, and provide a host of additional benefits to the public and private sectors alike.

Hydration and Health: How Proper Hydration Affects Your Well-Being

Maintaining adequate hydration levels in today's fast-paced world is crucial to overall health and well-being. Adequate hydration supports various bodily functions while contributing to maintaining optimal wellness. Traditional methods include drinking water and eating foods high in fluid content while modern solutions like the IV drip near me services have grown increasingly popular for their ability to quickly replenish essential fluids and essential nutrients from within your system.

E-Learning to Earning: Transitioning from Online Courses to Career Opportunities

In today's fast-paced digital world, the landscape of professional development and education is continually evolving. The rise of e-learning platforms has democratized access to learning, enabling millions worldwide to upgrade their skills from the comfort of their homes. Among the myriad certifications available online, ITIL (Information Technology Infrastructure Library) stands out as a gold standard for IT professionals. This blog delves into the journey from acquiring ITIL certification online to leveraging it for substantial career growth, underlining the importance of choosing the right training and utilizing best tutoring practices.