Generative AI for Autonomous IT Operations & Systems Optimization | Next-Gen AIOps 2025

Описание: Welcome to Next-Gen AIOps 2025, a complete webinar designed for beginners, IT professionals, cloud engineers, DevOps engineers, and AI learners who want to master Generative AI, Reinforcement Learning, and Autonomous IT Operations for modern enterprise systems.

In this session, we will explore how Python, R, TensorFlow, PyTorch, LLMs, Ansible, and Terraform are used to automate IT workflows, generate runbooks, simulate failures, and build systems that repair and optimize themselves.
You will learn practical AIOps workflows, automated diagnostics, synthetic telemetry generation, and how generative AI enables organizations to run large-scale IT systems autonomously and efficiently.

What You Will Learn in This Webinar

What is Generative AI and why it matters for AIOps in 2025
Generative AI for automated IT workflows

Auto-generated runbooks, configuration scripts, troubleshooting guides

Automated incident response workflows

Intelligent log, telemetry, and anomaly generation using LLMs

Reinforcement Learning for Autonomous IT

RL agents for resource optimization

Auto-scaling, cloud performance improvement, and system tuning

Closed-loop optimization for large-scale infrastructure

Python and R for Generative AI Pipelines

Data engineering for AI-driven operations

Synthetic telemetry and log generation

Automation scripts used in IT operations

TensorFlow and PyTorch

Generative models such as GANs, VAEs, and Diffusion Models

Reinforcement learning for infrastructure optimization

Model training for predictive maintenance and automated decision-making

LLMs for IT Automation

Automated runbook creation

Anomaly synthesis and incident simulation

Predictive modeling and intelligent recommendations

Ansible and Terraform for Autonomous Infrastructure

Self-repairing configuration pipelines

Auto-remediation workflows

AI-driven Infrastructure as Code (IaC) management

Technologies and Tools Covered

Programming and AI
Python
R
TensorFlow
PyTorch

Cloud and Automation
Ansible
Terraform

AIOps and Generative Modeling
Synthetic telemetry
System simulation
Automated testing and fault injection

Industry Topics

Autonomous IT Operations
Synthetic data for predictive failure analysis
AI-driven cloud optimization
Self-healing infrastructure
Enterprise-level case studies

Career Insights

Salary Range for AIOps and Generative AI Roles
India: 10 LPA to 28 LPA
Global: 100,000 to 180,000 USD per year

Top Hiring Companies
Google, Microsoft, Amazon, IBM, Accenture, Deloitte, Infosys, TCS, ServiceNow, Oracle

In-demand Roles
AIOps Engineer
Generative AI Engineer
AI and ML Engineer
DevOps and Automation Specialist
Cloud Optimization Engineer
Site Reliability Engineer

Why You Should Watch This Webinar

By 2025, enterprises rely heavily on autonomous operations to manage large-scale, complex cloud and IT environments.
Generative AI and reinforcement learning enable capabilities such as automated documentation, predictive maintenance, self-healing infrastructure, automated runbooks, synthetic testing, and continuous optimization.

This webinar provides a strong foundation for anyone preparing to enter fields such as AIOps, AI automation, cloud optimization, or ML engineering. It covers topics ranging from basic automation scripts to advanced generative pipelines and self-evolving IT systems.

About ABC Trainings

ABC Trainings offers job-oriented programs in AI, Automation, AIOps, Cloud Computing, and DevOps for students and working professionals.
Our courses are practical, industry-focused, and include real-time project experience.

Website: www.abctrainings.in

Contact: +91 8698270088

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