IT Pro course Advanced level

AI for DevOps and SRE: AIOps in Practice

Master AIOps for DevOps and SRE: intelligent observability, anomaly detection, AI-assisted incident response, RCA, CI/CD and DevSecOps. Advanced 2026 course.

Lessons
30in 10 modules
Duration
~25 hself-paced
Quiz
345questions
Level
Advancedfor practitioners
  • In English
  • Updated on
Free preview · lesson 1 · no account needed 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. Read the preview

What you will learn

The course’s skills. The same ones appear on your Certificate of Completion, so you can show what you covered.

  • AIOps in 2026: Foundations and the Modern Stack
  • Intelligent Observability: OpenTelemetry, Prometheus, Grafana
  • Anomaly Detection and Intelligent Alerting
  • AI-Assisted Log and Trace Analysis
  • AI-Assisted Incident Response and On-Call
  • Root Cause Analysis Assisted by AI
  • AI in CI/CD Pipelines and Infrastructure as Code
  • 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.

Course curriculum

10 modules · 30 lessons · about 25 hours · 345 quiz questions

Read a free preview of lesson 1: “What AIOps Actually Means in 2026” No account needed. See how a lesson is written before you pay.
  1. Module 1: AIOps in 2026: Foundations and the Modern Stack

    3 lessons · 2 h 24 min · 33 questions
    1. What AIOps Actually Means in 2026 Free preview of the lesson “What AIOps Actually Means in 2026” 48 min 11 questions
    2. The Modern Observability and AIOps Stack 48 min 11 questions
    3. LLMs in the SRE Workflow: Capabilities, Limits, and Oversight 48 min 11 questions
  2. Module 2: Intelligent Observability: OpenTelemetry, Prometheus, Grafana

    3 lessons · 2 h 24 min · 33 questions
    1. OpenTelemetry Deep Dive: Signals, Collector, Conventions 48 min 11 questions
    2. Prometheus and PromQL for AI-Driven Alerting 48 min 11 questions
    3. Grafana and LLM-Assisted Querying and Dashboards 48 min 11 questions
  3. Module 3: Anomaly Detection and Intelligent Alerting

    4 lessons · 3 h 12 min · 44 questions
    1. Anomaly Detection Fundamentals for Operations 48 min 11 questions
    2. Cutting Alert Fatigue: Correlation, Grouping, Deduplication 48 min 11 questions
    3. Predictive Alerting and Building Intelligent Pipelines 48 min 11 questions
    4. SLOs, Error Budgets, and AI-Assisted Reliability Targets 48 min 11 questions
  4. Module 4: AI-Assisted Log and Trace Analysis

    3 lessons · 2 h 24 min · 34 questions
    1. LLM-Powered Log Analysis: Patterns, Summaries, Search 48 min 11 questions
    2. Distributed Trace Analysis with AI 48 min 11 questions
    3. Data Privacy and PII in Telemetry: The GDPR Guardrail 48 min 12 questions
  5. Module 5: AI-Assisted Incident Response and On-Call

    3 lessons · 2 h 24 min · 33 questions
    1. The Incident Lifecycle and Where AI Augments It 48 min 11 questions
    2. AI Copilots for On-Call: Triage, Context, and Comms 48 min 11 questions
    3. Blameless Postmortems and AI-Assisted RCA 48 min 11 questions
  6. Module 6: Root Cause Analysis Assisted by AI

    3 lessons · 2 h 24 min · 33 questions
    1. RCA Methodologies and Causal Reasoning with AI 48 min 11 questions
    2. Correlating Signals Across Telemetry for RCA 48 min 11 questions
    3. Change-Based RCA: What Changed and Why It Matters 48 min 11 questions
  7. Module 7: AI in CI/CD Pipelines and Infrastructure as Code

    3 lessons · 2 h 24 min · 33 questions
    1. AI in CI/CD Pipelines: Tests, Builds, and PR Review 48 min 11 questions
    2. Infrastructure as Code with AI: Terraform and Pulumi 48 min 11 questions
    3. Progressive Delivery and Deployment Safety with AI 48 min 11 questions
  8. Module 8: ChatOps, Runbook Automation, and Kubernetes Operations

    3 lessons · 2 h 24 min · 33 questions
    1. ChatOps and Runbook Automation with AI 48 min 11 questions
    2. Agentic Automation and the Guardrails of Human Oversight 48 min 11 questions
    3. Kubernetes Operations with AI 48 min 11 questions
  9. Module 9: Capacity, Cost Optimization, DevSecOps, and Case Studies

    4 lessons · 3 h 12 min · 44 questions
    1. Capacity Planning and Forecasting with AI 48 min 11 questions
    2. Cloud Cost Optimization (FinOps) with AI 48 min 11 questions
    3. DevSecOps: AI in Security, Supply Chain, and Secrets 48 min 11 questions
    4. Case Studies and an AIOps Adoption Roadmap 48 min 11 questions
  10. Module 10: Final Quiz — AI for DevOps and SRE

    1 lesson · 58 min · 25 questions
    1. Final Assessment — AI for DevOps and SRE: AIOps in Practice 58 min 25 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.

How you learn

You read the lesson, ask the AI Professor right on the page and check what you remember.

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 AI Professor bar that appears in the lesson under the selected passage, with the actions “Explain this to me”, “Give me an example”, “Why does it matter?” and “My own question”
The first lines of lesson 1 of this course. Read the free preview, no account needed.
  1. 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.

  2. 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.

  3. 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.

  4. 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.

Example of a Cursuri AI Certificate of Completion with sample data: the serial number and the issue date in the top-right corner, the holder’s name, the course, the tier awarded, the percentage of lessons, the average score, the study time, the course version, the issuer and the verification QR code
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.

Verify a certificate
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

€ 99 per month, VAT included No commitment: stop the renewal anytime

about €4 per hour of course

30 lessons in 10 modules about 25 hours
  • All the course’s lessons, exercises and quizzes: 345 questions
  • AI Professor in the lessons, included in your subscription
  • Publicly verifiable Certificate of Completion

IT Pro

Includes this course

Developers, data engineers, architects. Code and production.

€ 399 per month, VAT included Billed monthly: stop the renewal anytime

€16 per month for each of the 25 courses

25 IT Pro courses 25 hours per course on average
  • Prompt engineering, LLMs, RAG, AI agents and MCP, Claude Code and Cursor, computer vision, MLOps, AI security
  • Hands-on projects with production examples
  • AI Professor in every lesson, quizzes and a certificate for every course

All Access

The whole catalog, both tracks side by side.

€ 499 per month, VAT included Billed monthly: stop the renewal anytime

€10 per month for each of the 50 courses

All 50 courses about 1,257 hours
  • You save €199 a month compared with the two bundles bought separately
  • New courses included as they are released
  • AI Professor in every lesson, quizzes and a certificate for every course

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.

Before you decide

Frequently asked questions

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.

From the same track

Similar courses

All of them are included in the IT Pro bundle, at about €16 per course, or you can take them separately, at €99 a month each.

Start the course today, at your own pace

“AI for DevOps and SRE: AIOps in Practice”: 30 lessons and about 25 hours of content, with your progress saved at every lesson.

  • Instant access after payment, on computer, tablet or phone.
  • AI Professor in every lesson, included in your subscription.
  • Certificate of Completion, publicly verifiable.

Just this course

€99/month

VAT included · stop the renewal anytime from your account

Buy the course Or all 25 IT Pro courses: €399/month