Udemy – AIOps Mastery: Reducing Log Costs and Optimizing Operations 2024-12

Udemy – AIOps Mastery: Reducing Log Costs and Optimizing Operations 2024-12 Downloadly IRSpace

Apr 18, 2025 - 18:11 Updated: Aug 17, 2025 - 18:16

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Udemy – AIOps Mastery: Reducing Log Costs and Optimizing Operations 2024-12

AIOps Mastery: Reducing Log Costs and Optimizing Operations. This comprehensive course introduces you to the power of AIOps and helps you reduce log costs and optimize your operations using AI. In this course, you will learn the core concepts of AIOps, infrastructure tuning, and practical deployment using Large Language Models (LLM) and GenAI to automate, monitor, and optimize system logs in a step-by-step manner. This course is suitable for IT professionals, DevOps engineers, and anyone interested in using AI in operations, and will transform your approach to managing IT costs and efficiency.

What you will learn:

Master AIOps concepts and set up infrastructure for efficient log analysis using Kubernetes, ElasticSearch, and Kibana
Deploy and configure GenAI models (Ollama, Llama3) to gain real-time insights from system logs and automatically detect anomalies
Implement AIOps programs with automated alerts, cost monitoring, and performance optimization through AI-based solutions
Gain practical skills in reducing log storage costs, monitoring alerts in Discord, and continuously improving IT operations

Who is this course suitable for:

DevOps engineers who want to integrate AI into their workflows and reduce operational costs through AIOps and advanced log analytics.
IT professionals looking to master AIOps tools like GenAI, Kubernetes, and ElasticSearch for optimal log management.
People with basic DevOps skills who want to delve deeper into the automation, monitoring, and cost efficiency of AIOps with real-world applications.
Tech enthusiasts who are ready to explore AI-powered monitoring, log optimization, and automated alerts to improve IT infrastructure management.

Course Description: AIOps Mastery: Reducing Log Costs and Optimizing Operations

Publisher: Udemy
Instructor: Jonathan Dias Baraldi
Training level: Beginner to advanced
Training duration: 3 hours and 26 minutes
Number of lessons: 22

Course topics

Prerequisites for the AIOps Mastery: Reducing Log Costs and Optimizing Operations course

Basic Knowledge of Kubernetes and Docker – Familiarity with containerized applications and deployments is essential.
Understanding of Linux Commands – Ability to navigate and manage Linux environments for setting up the infrastructure.
Experience with DevOps Tools – Some hands-on experience with CI/CD pipelines, monitoring tools, or DevOps processes will be beneficial.
Access to 3 Virtual Machines and 1 DNS – You’ll need: • 3 machines to set up the Kubernetes cluster and infrastructure services. • 1 DNS to facilitate communication between services in the environment.
Basic Knowledge of Networking – Understanding of DNS configuration and IP management is helpful for setting up the environment.