ChatOps, Runbook Automation, and Kubernetes Operations
About the course
A premium, advanced and hands-on course on applying AI to DevOps and Site Reliability Engineering, updated for 2026. You will learn what AIOps really means today, how to build intelligent observability with OpenTelemetry, Prometheus and Grafana, how anomaly detection and smart alerting cut through noise, how large language models accelerate log and trace analysis, AI-assisted incident response and on-call, root cause analysis, AI in CI/CD pipelines and Infrastructure as Code with Terraform and Pulumi, ChatOps and runbook automation with strict human oversight, Kubernetes operations, capacity planning, FinOps cost optimization, and DevSecOps. The course is built around responsible practice: never leak secrets or personal data into cloud AI tools, respect GDPR on telemetry, and keep a human in the loop for any automated production action. Includes real-world case studies and a comprehensive final assessment.
Who it is for
For developers, engineers and technical professionals who build or integrate AI solutions. It belongs to MLOps & Deployment, on the IT Pro track.
What you need
Advanced level: assumes hands-on experience with AI in the course’s field.
Distributed Trace Analysis with AI48 min11 questions
Data Privacy and PII in Telemetry: The GDPR Guardrail48 min12 questions
5
Module 5: AI-Assisted Incident Response and On-Call
3 lessons · 2 h 24 min · 33 questions
The Incident Lifecycle and Where AI Augments It48 min11 questions
AI Copilots for On-Call: Triage, Context, and Comms48 min11 questions
Blameless Postmortems and AI-Assisted RCA48 min11 questions
6
Module 6: Root Cause Analysis Assisted by AI
3 lessons · 2 h 24 min · 33 questions
RCA Methodologies and Causal Reasoning with AI48 min11 questions
Correlating Signals Across Telemetry for RCA48 min11 questions
Change-Based RCA: What Changed and Why It Matters48 min11 questions
7
Module 7: AI in CI/CD Pipelines and Infrastructure as Code
3 lessons · 2 h 24 min · 33 questions
AI in CI/CD Pipelines: Tests, Builds, and PR Review48 min11 questions
Infrastructure as Code with AI: Terraform and Pulumi48 min11 questions
Progressive Delivery and Deployment Safety with AI48 min11 questions
8
Module 8: ChatOps, Runbook Automation, and Kubernetes Operations
3 lessons · 2 h 24 min · 33 questions
ChatOps and Runbook Automation with AI48 min11 questions
Agentic Automation and the Guardrails of Human Oversight48 min11 questions
Kubernetes Operations with AI48 min11 questions
9
Module 9: Capacity, Cost Optimization, DevSecOps, and Case Studies
4 lessons · 3 h 12 min · 44 questions
Capacity Planning and Forecasting with AI48 min11 questions
Cloud Cost Optimization (FinOps) with AI48 min11 questions
DevSecOps: AI in Security, Supply Chain, and Secrets48 min11 questions
Case Studies and an AIOps Adoption Roadmap48 min11 questions
10
Module 10: Final Quiz — AI for DevOps and SRE
1 lesson · 58 min · 25 questions
Final Assessment — AI for DevOps and SRE: AIOps in Practice58 min25 questions
By email
Email me the course syllabus
Modules and lessons in order, plus the link to the preview of lesson 1 — so you can decide at your own pace.
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How you learn
You read the lesson, ask the AI Professor right on the page and check what you remember.
Lesson 1 · 48 min
What AIOps Actually Means in 2026
AIOps — Artificial Intelligence for IT Operations — is one of the most abused terms in the industry. Vendors slap it on every dashboard with a threshold rule and call it AI.
The first lines of lesson 1 of this course.
Read the free preview, no account needed.
You read the lesson at your own pace
Written lessons, with examples and exercises. Your progress is saved automatically, so you can pick up where you left off.
You ask the AI Professor inside the lesson
Select a passage and it explains it, gives you an example or tells you why it matters. You can type or talk to it, in English.
You check what you remember
Every lesson has its own quiz, with explanations for the answers: 345 questions across the course. The professor also summarizes the lesson and prepares review flashcards.
You get the Certificate of Completion
Once you complete the lessons and reach the minimum quiz score, you issue it from your account, with a unique number, publicly verifiable.
The AI Professor is included in your subscription, per-course access included, with a monthly fair-use limit. It is an AI system, not a human teacher, and its answers may contain errors; details in the Terms. See how the AI Professor works.
You leave with proof anyone can check
The Certificate of Completion for “AI for DevOps and SRE: AIOps in Practice”: a private attestation with a unique number and a QR code. A recruiter confirms it is authentic on the public verification page, with no account and no cost.
The real document, an A4 PDF, shown here with sample data. Yours carries your name, the course “AI for DevOps and SRE: AIOps in Practice”, the serial number, the issue date and the tier you earned; the QR code in the image is decorative.
Anyone can verify it
Public verification page, QR code and cryptographic fingerprint, with no account for the person checking.
You show it where it counts
Add it to your CV and LinkedIn profile; a recruiter confirms authenticity with one click.
It says exactly what it attests
The course, the tier you earned (Pass, Merit or Distinction), the serial number and the issue date, plus the percentage of lessons completed.
A private attestation of course completion. It is NOT a diploma or a state-recognised qualification under Romanian Laws 198/2023, 199/2023 or Government Ordinance 129/2000; employers may take it into account at their own discretion. Certification policy.
Pricing
Just this course or the whole IT Pro track
Billed monthly, in EUR. You can stop the renewal anytime from your account, and access starts right after payment. Prices are totals, with VAT included at the rate of your country.
Just this course
AI for DevOps and SRE: AIOps in Practice
€99per month, VAT includedNo commitment: stop the renewal anytime
Subscriptions renew automatically; you can stop the renewal anytime from your account, and access stays until the end of the period already paid for. As digital content with immediate access, see the withdrawal conditions.
About the course, the price, the AI Professor and the certificate.
What will I learn in “AI for DevOps and SRE: AIOps in Practice”?
A premium, advanced and hands-on course on applying AI to DevOps and Site Reliability Engineering, updated for 2026. You will learn what AIOps really means today, how to build intelligent observability with OpenTelemetry, Prometheus and Grafana, how anomaly detection and smart alerting cut through noise, how large language models accelerate log and trace analysis, AI-assisted incident response and on-call, root cause analysis, AI in CI/CD pipelines and Infrastructure as Code with Terraform and Pulumi, ChatOps and runbook automation with strict human oversight, Kubernetes operations, capacity planning, FinOps cost optimization, and DevSecOps. The course is built around responsible practice: never leak secrets or personal data into cloud AI tools, respect GDPR on telemetry, and keep a human in the loop for any automated production action. Includes real-world case studies and a comprehensive final assessment.
The course has 10 modules and 30 lessons, with 345 quiz questions. The full curriculum, module by module, is shown on the course page.
Do I need prior experience for this course?
Yes. The course is Advanced level and assumes hands-on experience with AI in its field.
How long does the course take?
The estimated duration is about 25 hours, across 30 lessons. You learn at your own pace, and your progress is saved automatically at every lesson, so you can pick up where you left off.
How much does it cost, and which plan do I need?
Access to this course alone costs €99 per month. The course is also included in the IT Pro bundle, €399 per month for all 25 IT Pro courses, and in All Access, €499 per month for the whole international catalog.
Plans are billed monthly, in EUR. Every price is a total, with VAT included at the rate of your country. Compare the plans.
Can I read part of the course before paying?
Yes. You can read a free preview of lesson 1, “What AIOps Actually Means in 2026”, without an account. The preview shows you how the lesson is written; the rest of the lesson and the other lessons open after payment.
How does the AI Professor help me in this course?
The AI Professor is built into every lesson and starts from the lesson you have open: it explains the passages you select, gives you examples, summarizes the lesson, tests you with a quiz and prepares review flashcards. You can type or talk to it, in English.
It is included in your subscription, per-course access included, with a monthly fair-use limit. It is an AI system, not a human teacher, and its answers may contain errors; details in the Terms.
Do I get a certificate when I finish the course?
When you meet the completion thresholds shown on the platform (lessons completed and the minimum quiz score), you can issue your Certificate of Completion for “AI for DevOps and SRE: AIOps in Practice” from your account, with a unique number, publicly verifiable on the site.
It is a private attestation of course completion, issued by GALIAN SOFTWARE DEVELOPMENT SRL. It is NOT a diploma or a state-recognised qualification under Romanian Laws 198/2023, 199/2023 or Government Ordinance 129/2000; employers may take it into account at their own discretion. Details in the Certification policy.
Does the subscription renew automatically? How do I stop it?
Yes. Course access and the bundles are subscriptions that renew automatically at the end of each monthly billing period. You can see the next renewal date in your account at any time.
You can stop the renewal at any time, from your account or by email, with no other formality. Access stays active until the end of the period already paid for, and no pro-rata refund is made for a period already started, except in the cases provided by law. Your progress stays saved in your account. Details in the Terms & Conditions, section 5.5.
Can my company buy this course for a team?
Yes. Company plans give a team access to the courses, with a dashboard where you follow each member’s progress and manage seats centrally. See the plans for companies.
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