AIOps Foundation
Jumping BeanAbout This Course
Our AIOps Foundation training course, powered by the DevOps Institute, offers an in-depth exploration of how artificial intelligence and machine learning are revolutionizing IT operations. As the digital landscape becomes more complex, traditional IT management is no longer enough. This course provides you with the foundational knowledge to transform reactive IT processes into proactive, automated, and intelligent systems.
Throughout this training, you will gain a clear understanding of the core principles and technologies of AIOps. You'll learn how to combine big data analytics, machine learning algorithms, and automation to streamline workflows, predict issues before they happen, and ensure the reliability of your systems. The curriculum covers key areas such as:
- The origins and evolution of AIOps.
- Core technologies: Big data and machine learning.
- AIOps and Operations Metrics (MTTD, MTTR, etc.).
- Key AIOps use cases and organizational mindset shifts.
- Evaluating the impact and implementing AIOps in your organization.
With instructor-led, hands-on learning, this course is designed to ensure you are well-prepared for the DevOps Institute AIOps Foundation certification exam and equipped to lead or contribute to AIOps initiatives in the real world.
Requirements
There are no formal prerequisites for this course. All are welcome to attend, regardless of experience. However, the following are recommended:
- Familiarity with IT terminology and general IT-related work experience.
- A basic understanding of IT operations or DevOps principles.
- An interest in how AI and machine learning are applied in a business context.
Frequently Asked Questions
1. What is AIOps?
AIOps, or Artificial Intelligence for IT Operations, is the practice of applying big data, analytics, and machine learning to automate IT operational tasks and improve the efficiency and reliability of IT services.
2. Who is this AIOps Foundation course for?
This course is ideal for IT professionals, including DevOps engineers, SREs, IT managers, IT security analysts, and anyone interested in modernizing IT operations. It's also beneficial for business stakeholders, cloud engineers, and data professionals who want to understand the impact of AIOps.
3. What is the AIOps Foundation certification exam like?
The AIOps Foundation certification exam is a 60-minute, 40-question multiple-choice test. A passing score is 65% (26 out of 40 correct answers). It is an open-book exam, and a digital badge is awarded upon successful completion.
4. What is the relationship between AIOps and DevOps?
AIOps is a key enabler for DevOps. While DevOps focuses on collaboration and automation, AIOps provides the intelligence and data-driven insights to further automate the continuous delivery pipeline, particularly in the monitoring and operations phases, leading to faster incident resolution and more reliable systems.
5. How does AIOps help my organization?
AIOps helps organizations by reducing downtime, improving incident response times, automating repetitive tasks, and providing a unified view of complex IT environments. This leads to increased efficiency, reduced operational costs, and the ability to proactively address issues before they impact end-users.