Course Overview
This AIOps Foundation course 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.
- Gain an understanding of the processes of combining big data analytics, machine learning algorithms, automation, and optimization into a single platform.
- Learn key principles and foundational concepts along with the core technologies of AIOps: big data and machine learning
- Validate 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.
This foundation course will also provide the student with a solid understanding of the benefits of implementing AIOps in the organization, including common challenges and key steps in ensuring valuable and successful integration of artificial intelligence in the day to day operations of information technology solutions.
Unique and exciting exercises will be used to apply the concepts covered in the course and sample documents, templates, tools, and techniques will be provided to use after the class.
This course positions learners to successfully complete the AIOps Foundation certification exam.
What are the skills covered
At the end of the course, the following learning objectives are expected to be achieved:
- 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
- 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 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
Who should attend this course
The target audience for the DEVOPS INSTITUTE® AIOps Foundation course includes professionals such as:
- Anyone focused on IT Operations
- Anyone interested in software in today’s IT landscape
- AIOps Architects and Engineers
- Business Managers and Stakeholders
- Cloud Engineers
- Data Engineers and Scientists
- DevOps Engineers and Practitioners
- IT Directors
- IT Managers
- IT Security Analysts
- IT Team Leaders
- Product Owners
- Scrum Masters
- Software Engineers
- Site Reliability Engineers
- System Integrators
- AIOps Platform and Tool Providers
Course Curriculum
Course Modules
Exam & Certification
AIOps Foundation (AIOF) exam
Successfully passing (65%) the 60-minute examination, consisting of 40 multiple-choice questions, leads to the AIOps Foundation certificate. The certification is governed and maintained by DevOps Institute, a member of the PeopleCertGroup.
