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DevOps: AIOps Foundation

DevOps: AIOps Foundation

DevOps: AIOps Foundation

Learn the fundamentals of Artificial Intelligence for IT Operations (AIOps)

Email: contact@qualiti7.com or qualiti7.com

This course is given as an intensive two-day workshop introducing the foundational concepts of AIOps, including artificial intelligence, machine learning, big data, and automation in IT operations. The course explores how AIOps supports DevOps, Site Reliability Engineering (SRE), and modern IT service management by enabling proactive, data-driven decision-making. Participants prepare for the DevOps Institute / PeopleCert AIOps Foundation certification exam.

DevOps version: This course introduces AIOps principles and is based on the AIOps Foundation Exam v1.1 Requirements.

Language

The course, course materials and exam are in English.

Course duration

2 days of learning, including the final exam (scheduled later by the candidate).

Prerequisite

None. Basic IT operations knowledge is recommended.

Course structure

This course comprises interactive discussions supplemented by exam-style exercises designed to reinforce AIOps concepts.

Course content

  • Introduction to AIOps and its evolution
  • AIOps in the organizational context
  • Big data concepts for AIOps
  • Machine learning fundamentals
  • Operational metrics and measurement
  • AIOps use cases and mindset shifts
  • Evaluating AIOps impact
  • Implementing AIOps in practice

Course objectives

  • Explain core AIOps concepts and terminology.
  • Describe the role of AIOps in DevOps and IT operations.
  • Understand big data and machine learning fundamentals.
  • Identify common AIOps use cases and metrics.
  • Evaluate organizational readiness and adoption challenges.
  • Prepare confidently for the PeopleCert AIOps Foundation exam.

Target audience

IT professionals, DevOps practitioners, Site Reliability Engineers (SREs), IT operations staff, and managers involved in digital transformation initiatives.

Course plan

Day 1
  • AIOps fundamentals and core concepts
  • Organizational integration
  • Big data foundations
  • Machine learning basics
Day 2
  • Operational metrics and use cases
  • Evaluating and measuring impact
  • Implementation challenges and best practices
  • Review and exam preparation

Exam

The official DOI/PeopleCert AIOps Foundation exam is included.

Format: 40 multiple-choice questions
Duration: 60 minutes.