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所在平台: Udemy |
课程主页: https://www.udemy.com/course/aiops-mastery-reducing-log-costs-and-optimizing-operations/
课程评论：没有评论
**课程名称：AIOps精通：降低日志成本与优化运营** **课程概述：** 本课程旨在助您掌握AI驱动的日志优化与成本降低之道，全面解锁AIOps的强大功能！本课程将带您循序渐进地了解AIOps的核心概念、基础设施搭建，以及如何利用GenAI和大型语言模型（LLMs）进行实际部署，从而实现系统日志的自动化、监控与优化。无论您是IT专业人士、DevOps工程师，或是渴望在运维中运用AI的任何人，本课程都将彻底改变您管理IT成本与提升效率的方式。 **您将学到：** * **AIOps基础与架构：** 建立坚实的AIOps基础，探索支持高级AI分析所需的基础设施。 * **Rancher与Kubernetes部署：** 获得Rancher和Kubernetes部署的实操经验，配置Longhorn以实现持久化存储和DNS设置。 * **Elasticsearch与Kibana：** 深入了解Elasticsearch和Kibana的搭建，为强大的日志监控与可视化奠定基础。 * **GenAI模型部署与应用：** 学习部署Ollama和Llama3等GenAI模型，并将其应用于实时分析。 * **端到端AIOps应用实现：** 完成一个完整的AIOps应用部署，包括使用Kibana Watcher配置自动化告警，以及将告警集成到Discord实现持续监控。 无论您是经验丰富的DevOps工程师，还是初次接触AIOps，本课程都将为您提供宝贵的见解、实用的工具和实践技能，以革新您的运营，降低日志成本，并在IT创新领域保持领先。立即加入，开始精通AIOps与GenAI！
Here's a compelling course description that highlights each section's value and engages potential students:Unlock the power of AIOps with this comprehensive course on AI-driven log optimization and cost reduction! This course is designed to take you step-by-step through the core concepts of AIOps, infrastructure setup, and practical deployments with GenAI and large language models (LLMs) to automate, monitor, and optimize system logs. Perfect for IT professionals, DevOps engineers, and anyone eager to leverage AI in operations, this course will transform your approach to managing IT costs and efficiency.What You'll Learn:Start with a solid foundation, exploring the fundamentals of AIOps and the infrastructure needed to support advanced AI analysis. Gain hands-on experience with Rancher and Kubernetes deployments, configuring Longhorn for persistent storage and DNS settings, before diving into ElasticSearch and Kibana setups to enable robust log monitoring and visualization.Learn to deploy GenAI models such as Ollama and Llama3, empowering you to test and utilize these powerful tools in real-time analysis. By the end of the course, you'll implement a full AIOps application, configuring automated alerts with Kibana Watcher and integrating alert tracking on Discord for continuous oversight.Whether you're an experienced DevOps engineer or exploring AIOps for the first time, this course offers the insights, tools, and practical skills to revolutionize your operations, reduce log costs, and stay ahead in the world of IT innovation. Join now to start mastering AIOps with GenAI!
