Course data sheet
AIOps Foundation
H41GXS
Table of Contents
Overview
This course introduces the history, background, technologies, organizational challenges and strategies towards applying artificial intelligence for IT operations, (AIOps), a fast-growing industry driven by the rapidly evolving IT operational environments of cloud native applications. It is tailored for those focused on understanding basic concepts, implementations, use cases, and benefits.
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This course is ideal for anyone focused on IT operations or today’s IT landscape, including:
- AIOps architects and engineers
- AIOps platform and tool providers
- 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
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After completing this course, you should be able to:
- Understand the basic concepts, industry contexts, and key principles of AIOps
- Explain the concepts and principles of core technologies required for AIOps implementation
- Understand the changes in organizational mindset and required skill sets for deploying AIOps
- Know how to evaluate the performance of an AIOps implementation using industry standard metrics
- Understand the challenges and opportunities that arise when looking to deploy AIOps in the organization
- Know the key considerations and strategies required to succeed in promoting and delivering AIOps your organization
| Module 1: AIOps Foundation |
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| Module 2: AIOps in the Organization |
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| Module 3: Core Technologies: Data |
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| Module 4: Core Technologies: Machine Learning (ML) |
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| Module 5: AIOPs and Operations Metrics |
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| Module 6: AIOps Use Cases and Organizational Mindset |
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| Module 7: Evaluating the Impact of AIOps |
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| Module 8: Implementing AIOps in the Organization |
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- Learn HPE and in-demand IT industry technologies from expert instructors.
- Build career-advancing power skills.
- Enjoy personalized learning journeys aligned to your company’s needs.
- Sharpen your skills with access to real environments in virtual labs .
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a50013596enw, H41GXS, A.01, November 2025