Course Overview
AIOps Foundation℠: Advance your DevOps skills. Create stronger teams.
AIOps Foundation aims to cover the origins of AIOps, including the history behind the term, patterns that preceded it, and the technology context in which it has evolved. Candidates will gain an understanding of 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 will validate candidates’ understanding of how and why digital transformation, together with the evolution of machine learning, have brought about the rise of AIOps as an indispensable tool in today’s IT Operational landscape.
Course Objectives
Core technologies of machine learning and big data will be addressed, as well as the basic concepts of artificial intelligence, different types of machine learning models that can be implemented, and the relationship between AIOps and MLOps, DevOps, and Site Reliability.
AIOps Foundation will also provide candidates with a solid understanding of the benefits of implementing AIOps in the organization, including common challenges and key steps in ensuring the valuable and successful integration of artificial intelligence in the day-to-day operations of information technology solutions.
Benefits for Organizations
- Understand the changes in mindset, collaboration, and skills for AIOps to be applied in the organization
- Quantify outcomes of an AIOps implementation leveraging industry-standard metrics
- Understand the usual challenges 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
- A clear understanding of the history, origins, and current developments of AIOps
- Define and comprehend basic concepts and key principles within AIOps
- Understand general concepts of big data and artificial intelligence and how they relate to AIOps
- Recognize the relationship between AIOps and MLOps
- Understand the effectiveness of AIOps deployment and possible benefits
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