AI Infrastructure
Career Pathway
From Zero to Cisco Certified Specialist – Data Center AI Infrastructure — No Experience Required — Free for Eligible Students
A step-by-step program for complete beginners. Start with IT and networking fundamentals, advance through AI concepts and data center skills, then master deploying and operating AI solutions on Cisco infrastructure — leading to the Cisco Certified Specialist – Data Center AI Infrastructure certification.
Program Structure
Your Path to AI Infrastructure Certification
No prior tech experience needed. Every student starts at Phase 1. Each phase builds on the last — from IT basics through networking, data center operations, and finally deploying real AI infrastructure on Cisco systems.
Computer Hardware Basics
- PC components & mobile devices
- Storage devices & peripherals
- Basic troubleshooting
- IT safety practices
Operating Systems Basics
- Windows & Linux fundamentals
- File management & user accounts
- OS troubleshooting
- Virtualization intro
Networking Basics
- How networks operate
- IP addressing & subnetting
- Network devices & protocols
- Wireless & basic troubleshooting
Introduction to Modern AI (NetAcad)
- What AI is and how it works
- Machine learning & deep learning basics
- GPUs, CPUs & AI compute overview
- AI use cases in enterprise & data centers
- Prompt engineering fundamentals
Linux Essentials
- Linux command line & shell scripting
- File system & permissions
- Package management
- Processes & system administration
- Networking in Linux
Data Center Fundamentals
- Data center architecture & design
- Server hardware: CPUs, GPUs, memory
- Storage systems: SAN, NAS, NVMe
- Virtualization & hypervisors
- Data center networking (spine-leaf)
- Power, cooling & physical infrastructure
AI Solutions on Cisco Infrastructure Essentials (DCAIE)
- AI workloads & cluster architecture
- Cisco UCS & HyperFlex for AI
- GPU fabric & high-speed networking
- Storage design for AI pipelines
- AI infrastructure security practices
- Deploying & migrating AI solutions
Operate & Troubleshoot AI Infrastructure (DCAIAOT)
- Monitoring AI cluster health
- Troubleshooting compute & fabric issues
- Performance tuning for AI workloads
- Cisco Intersight management platform
- Exam prep: 300-640 DCAI
Recommended Add-On Courses
Cisco Certified Specialist – Data Center AI Infrastructure — Exam 300-640 DCAI
The goal of this pathway. After completing all four phases, students are prepared to sit for the Implementing Cisco Data Center AI Infrastructure (300-640 DCAI) exam, which earns the Cisco Certified Specialist – Data Center AI Infrastructure certification upon passing, validating skills in deploying, migrating, and operating AI solutions on Cisco data center infrastructure. This certification also fulfills the concentration exam requirement for the CCNP Data Center. We Are One Foundation covers the cost for eligible students.
Estimated Timeline
Built Around Your Schedule
Whether you’re studying full-time or balancing work and family, this pathway works for you. Both tracks lead to the same destination — preparation for the Cisco Certified Specialist – Data Center AI Infrastructure certification.
Full-time student
15–20 hours per week
Part-time student
8–10 hours per week
Career Outcomes
Jobs You Can Land
AI infrastructure is one of the fastest-growing fields in tech. Companies building out AI data centers need skilled technicians right now — and this certification puts you ahead of the curve.
During Program
- IT Help Desk Technician
- Data Center Technician
- Junior Systems Administrator
- IT Operations Technician
- Hardware Support Specialist
After Certification
- AI Infrastructure Engineer
- Data Center AI Specialist
- GPU Cluster Administrator
- Cisco UCS Systems Engineer
- AI Platform Operations Engineer
Ready to Build the Future of
AI Infrastructure?
Training and certification are free for eligible veterans and underserved community members nationwide. No experience required — we start from the very beginning.