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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