DCAIAOT

The Operate and Troubleshoot AI Solutions on Cisco Infrastructure (DCAIAOT) Learning Path equips you to monitor and troubleshoot data center infrastructure-compute, storage, and network components supporting AI/ML workloads. Starting with foundational concepts, you'll learn lifecycle management and explore key troubleshooting techniques like log correlation, telemetry analysis, and timing protocols. The Learning Path covers essential tools such as Splunk for telemetry and troubleshooting. A hands-on lab simulation lets you use Splunk Enterprise to resolve issues with an unresponsive AI application. After completing this Learning Path, you'll be able to efficiently monitor, diagnose, and resolve issues in AI/ML-enabled data centers, ensuring reliable performance and maximum uptime for mission-critical workloads.

Course Contents

• Monitor and troubleshoot compute, storage, and network components in AI/ML data centers 
• Apply lifecycle management to data center infrastructure supporting AI/ML workloads 
• Use log correlation and telemetry analysis for efficient problem diagnosis 
• Understand and apply timing protocols for infrastructure troubleshooting 
• Utilize Splunk and Splunk Enterprise for telemetry and issue resolution 
• Diagnose and resolve unresponsive AI applications through hands-on lab simulations 
• Ensure reliable performance and maximum uptime for mission-critical AI/ML workloads 

Course Objective

Operate and Troubleshoot AI Solutions on Cisco Infrastructure: Build foundational skills in monitoring and troubleshooting AI/ML data center infrastructure using techniques like log correlation, telemetry analysis, and tools such as Splunk Enterprise.

Complementary and Continuative Courses

DCAIE – AI Solutions on Cisco Infrastructure Essentials

You are interested in a certification? The course at hand is part of the following certification(s):

Certification as Cisco Data Center AI Infrastructure Specialist - Exam available from February 9,2026

Cisco Digital Learning

This course is available in the Cisco Digital Learning Library. These recently developed, multi-modal training events include HD videos moderated by lecturers with stored searchable text and subtitles, as well as a exercises, labs, and explanatory text and graphics. We provide this offer to you via our myExperTeach learning portal. Effective of the activation of the account, access to the courses will be granted for a duration of 6 months. In the case of packet solutions (Cisco Digital Learning Subscriptions), this time period will amount to 12 months.