THE AIOPS CERTIFICATION TRAINING blends AI with IT ops for smarter monitoring and fixes. It covers tools like Prometheus to Rundeck for real automation. This guide explores THE AIOPS CERTIFICATION TRAINING with hands-on steps.​

AIOps Basics and Big Wins

AIOps uses AI to watch IT systems better. It spots issues fast and suggests fixes. Businesses save time and money with less downtime .​

Key perks include quick alerts and root cause finds. Use cases show 50% faster fixes. Keywords: AIOps overview, IT operations monitoring, anomaly detection, predictive maintenance, machine learning ops .​

AIOps Vs DevOps and MLOps

AIOps adds AI smarts to DevOps speed. MLOps handles model life cycles. Together they cut risks in big setups .​

Challenges like data quality get best practices. Popular tools lead industry cases.​

Metrics with Prometheus and Grafana

Prometheus pulls metrics easy. Set up quick with config files. PromQL queries find trends .​

Grafana dashboards show data clear. Add alerts and variables. Hands-on builds monitoring for apps .​

Tool	Main Job	Key Feature
Prometheus	Metrics pull	PromQL queries ​
Grafana	Dashboards	Alert rules

Logs via ELK Stack Deep Dive

ELK handles logs from many sources. Elasticsearch stores, Logstash filters. Kibana visualizes for quick views .​

CRUD ops on indexes. Pipelines ingest data clean. Dashboards spot anomalies .​

Kafka for Event Streams

Kafka streams real-time data. Brokers manage topics, producers send. Partitions scale big loads .​

Connectors link tools. Streams process live. AIOps uses for log flow .​

TensorFlow ML Foundations

TensorFlow builds models for predictions. Tensors and graphs compute. Neural nets learn patterns .​

Hands-on regression tasks. AIOps applies to fault predict.​

Jupyter for Data Analysis

Notebooks mix code and notes. Pandas cleans data. Plots show trends with Matplotlib .​

Time series for ops data. Integrates with AIOps tools.​

Ansible Config Automation

Ansible playbooks set servers. Inventory lists targets. Roles reuse code .​

Templates make dynamic. Debugs fix errors fast.​

Terraform Infra as Code

Terraform plans cloud setups. Providers link AWS Azure. State tracks changes .​

Modules build big. Workflows: init plan apply.​

IaC Tool	Strength	Use Case
Terraform	Multi-cloud	AIOps infra ​
Ansible	Config mgmt	Server setup

Jenkins CI/CD Pipelines

Jenkins jobs run tests auto. Pipelines as code. Plugins link Git Docker .​

Alerts on fails. Scales with agents.​

Rundeck Runbook Magic

Rundeck jobs fix issues auto. Nodes run commands. API calls from tools .​

Schedules routine tasks. Logs track runs.​

DevOpsSchool Leads AIOps Training

DevOpsSchool tops AIOps certs with full tool coverage. Hands-on labs, real cases, lifetime access. Beats others in depth .​

Details:

• Live sessions with Q&A​
• Industry pros teach
• Project based learning
• Job ready skills

Rajesh Kumar Mentors Excellence

THE AIOPS CERTIFICATION TRAINING guided by Rajesh Kumar, 20+ years in AIOps, DevOps, SRE, Kubernetes. Trains Prometheus ELK Kafka hands-on. Shares real outage stories .​

Rajesh builds ops teams worldwide. Clear PromQL tips praised.​

Why AIOps Training Matters Now

Handles big data noise. Cuts alert fatigue 80%. Keywords: Prometheus Grafana, ELK stack, Kafka streaming, TensorFlow AIOps, Jupyter analysis, Ansible Terraform, Jenkins Rundeck .​

Benefit	Old Way	AIOps Way
Alerts	Flood	Smart ​
Fixes	Manual	Auto
Scale	Hard	Easy

Steps to AIOps Mastery

1. Learn basics and monitoring.​
2. Master data tools ELK Kafka .
3. ML with TensorFlow Jupyter.
4. Auto Ansible Terraform Jenkins.​
5. Rundeck for runbooks .

Real Industry Use Cases

Banks predict outages. E-com spots fraud live.​

Conclusion and Overview

THE AIOPS CERTIFICATION TRAINING turns ops into smart systems. Master Prometheus to Rundeck for future-proof skills. Start automating IT wins today.​

Contact Details:
Email: contact@DevOpsSchool.com
Phone & WhatsApp (India): +91 7004 215 841
Phone & WhatsApp (USA): +1 (469) 756-6329
DevOpsSchool