AIOps Foundation℠

AIOps Foundation delves into the origins of AIOps, including the history behind the term, patterns that preceded it, and the technological context in which it has evolved. Candidates will explore the processes of combining big data analytics, machine learning algorithms, automation, and optimization into a single platform.

This certification addresses key principles and foundational concepts along with the core technologies of AIOps: big data and machine learning. AIOps Foundation validates candidates’ understanding of how digital transformation and the evolution of machine learning have made AIOps indispensable in today’s IT operational landscape.

With AIOps Foundation, you will learn about:

• Core technologies of machine learning and big data
• Basic concepts of artificial intelligence and types of machine learning models
• Relationship between AIOps and MLOps, DevOps, and site reliability
• Benefits of implementing AIOps in the organization
• Common challenges and key steps in ensuring successful integration of artificial intelligence in the daily operations of IT solutions

Benefits for Organizations

• Understand the changes in mindset, collaboration, and skills required for AIOps implementation
• Quantify outcomes of AIOps implementation leveraging industry-standard metrics
• Recognize the obstacles and opportunities of applying AIOps in the organization
• Visualize the challenges, trends, and ethical considerations organizations might face while deploying an AIOps initiative

Benefits for Individuals

• Gain a clear understanding of the history, origins, and current developments of AIOps
• Define and comprehend basic concepts and key principles within AIOps
• Learn general concepts of big data and artificial intelligence and their relation to AIOps
• Grasp the relationship between AIOps and MLOps
• Determine the effectiveness of AIOps deployment and potential benefits

Exam Information

• Level: Foundation
• Languages: English
• Exam Duration: 60 mins
• MCQs: 40
• Pass Marks: 65%
• Open Book: Yes
• Re-Certification: Yes