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AI

AI Explainer: Supervised vs. Unsupervised Machine Learning

Machine learning is a powerful tool that enables computers to learn from data and make predictions or decisions without being explicitly programmed. Two fundamental approaches to machine learning are supervised and unsupervised learning. In this blog post, we'll explore the key differences between these two approaches, along with examples of their applications.

Enter Prompt+ EAP: your AI-powered database development partner in the making

After many cups of coffee and takeaway pizzas, something changed in the world of SQL Prompt in November 2023. For the first time in SQL Prompt’s history, our engineering team at Redgate brought AI to its breadth of capabilities and called it Prompt+. Using generative AI-powered insights and context-based awareness, Prompt+ takes natural language queries and turns them into SQL coding suggestions.

Reduce alert noise, automate incident response and keep coding with AI-driven alerting

Noisy monitors can lead to alert fatigue, which frustrates engineers and hinders innovation. With our patent-pending anomaly detection capabilities built on the power of AI, you can eliminate 60-90% of alerts. A unique differentiator, Sumo Logic’s alerts can also trigger one or more playbooks to drive auto-diagnosis or remediation and accelerate time to recovery for application incidents. Faster issue remediation means engineers can focus more time on development and releasing software.

Mattermost AI Copilot: Accelerating the conversation with LLMs

Hello, Mattermost community! We’re thrilled to announce the release of the Mattermost AI Copilot beta, a groundbreaking addition to the Mattermost platform. This plugin is not just a tool. It’s a way for organizations to deploy artificial intelligence in mission-critical environments — a true game-changer. With that in mind, let’s explore how this plugin will establish new standards in workplace collaboration for Mattermost Enterprise customers.

Analyzing OpenTelemetry apps with Elastic AI Assistant and APM

OpenTelemetry is rapidly becoming the most expansive project within the Cloud Native Computing Foundation (CNCF), boasting as many commits as Kubernetes and garnering widespread support from customers. Numerous companies are adopting OpenTelemetry and integrating it into their applications. Elastic® offers detailed guides on implementing OpenTelemetry for applications. However, like many applications, pinpointing and resolving issues can be time-consuming.

NetOps Expert ep 12: AI/ML and NetOps - A Conversation with EMA

In this episode, I talk to Shamus McGillicuddy, VP of Research at EMA about how IT organizations are improving network management with intelligent systems based on artificial intelligence (AI) and machine learning (ML). Sometimes known as AIOps, these AI/ML technologies are helping organizations optimize their networks, streamline operations, and reduce security risk. We break down his research and get to real use cases that network teams can utilize today.

AI Pipeline: Surfing from Concept to Product Reality - SolarWinds TechPod 084

In this conversation, hosts Sean Sebring and Chrystal Taylor talk with Derek Daly, Principal AIOps Product Manager at SolarWinds. He discusses his career journey and the role of AI and machine learning in the company's products. He shares insights into the process of introducing AI and machine learning into product features, the impact of AI on jobs, and the considerations for on-premises vs cloud deployment.