Modern AI and data science applications are changing the game for IT teams. Unlike traditional enterprise systems, these workloads often rely on GPU acceleration, high-speed networking, and cloud-native architectures. Managing this complexity can be overwhelming—but NVIDIA offers a suite of tools to make it easier. Challenges in Managing Modern AI Workloads Today’s applications are built […]
we are in the early stages of the fastest, most fundamental technological shift in history. AI is not just another tool; it’s a new form of leverage that is dissolving traditional business models and job functions at an exponential pace. The central, urgent message is: adapt now or become obsolete. Memorable Quote: “The most dangerous thing in […]
Scaling and Measuring AI Impact: A Practical Guide Artificial Intelligence (AI) is transforming businesses, but success depends on more than just technology. This guide explains how organizations can scale AI solutions, measure their impact, and plan for sustainable adoption. It’s based on Module 3 of the AI Essentials for Teams program delivered by Neueda for […]
1. Introduction to GitOps What is GitOps? A methodology where Git is the single source of truth for infrastructure and application deployments. Core Principles: Declarative Configuration (YAML manifests stored in Git). Automated Synchronization (changes in Git trigger deployments). Continuous Reconciliation (ensures cluster state matches Git). Pull Requests for Changes (auditability & approval workflows). Why Use GitOps? Separation of CI & CD – […]
Energy Consumption: A new study by Epoch AI found that ChatGPT uses about 0.3 watt-hours of power per query, much less than the previously estimated 3 watt-hours. Comparison: This energy usage is less than many household appliances. Environmental Impact: There is ongoing debate about AI’s energy use and its environmental impact, with concerns about AI data centers using […]
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