Cisco (GPU Servers//TPU Server)
The Cisco (GPU Servers//TPU Server) course equips data center engineers and AI infrastructure specialists with skills to deploy and manage high-performance AI workloads on Cisco’s UCS X-Series platform, solving the growing challenge of scaling GPU/TPU resources efficiently. With 78% of enterprises now prioritizing AI infrastructure scalability, this training delivers hands-on expertise in Cisco Intersight, GPU orchestration, and RDMA-based networking for low-latency AI fabrics.
Prepare for the Implementing Cisco Data Center AI Infrastructure (300-640 DCAI) exam and earn the Cisco Certified Specialist – Data Center AI Infrastructure certification. Koenig’s official Cisco-authorized courseware and 30-day lab access ensure mastery, accelerating your path to designing future-ready, intelligent data centers.
Training Formats & Pricing
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Course Overview
The Cisco (GPU Servers//TPU Server) course, officially known as AI Solutions on Cisco Infrastructure Essentials (DCAIE), is designed for IT professionals aiming to deploy and manage AI workloads on Cisco's advanced data center infrastructure. This training prepares learners for the Implementing Cisco Data Center AI Infrastructure (300-640 DCAI) exam, leading to the Cisco Certified Specialist – Data Center AI Infrastructure certification. Targeted at roles such as AI Infrastructure Engineers, Data Center Architects, and Cloud Operations Specialists, the course addresses the growing demand for AI-ready infrastructure, with 78% of enterprise IT leaders prioritizing AI integration in their data centers according to Cisco’s 2024 infrastructure adoption report. It equips participants with foundational knowledge of AI workloads, generative AI models, and the hardware ecosystems powering modern AI deployments.
Students engage with key technologies including NVIDIA HGX and AMD OAM GPU platforms, Cisco UCS X-Series servers, and Cisco Intersight for unified operations. The hands-on lab component is conducted in a Cisco-integrated environment using real-world tools such as Jupyter Notebook and Cisco Intersight Managed Mode, where learners configure GPU-dense server clusters, deploy open-source GPT models for Retrieval-Augmented Generation (RAG), and build lossless, high-throughput converged fabrics. A core project involves setting up a full AI cluster on Cisco UCS C880A M8 servers with NVIDIA HGX B300, optimizing for trillion-parameter LLM training. This practical experience ensures students master AI workload placement, interconnect efficiency, and policy-driven automation using Cisco’s enterprise-grade platforms.
This course serves as a critical stepping stone toward the CCNP Data Center certification, a globally recognized credential that validates expertise in next-generation data center and AI infrastructure. Professionals with this specialization report an average salary increase of 22%, with AI infrastructure roles averaging $145,000 annually in North America. Koenig Solutions enhances learning with Guaranteed-to-Run scheduling, official Cisco courseware, and 1-on-1 mentoring to ensure mastery. Graduates are positioned to lead AI infrastructure modernization, enabling organizations to scale generative AI securely and efficiently on Cisco’s industry-leading platforms.
What You'll Learn
Skills You'll Gain
Prerequisites
- Basic understanding of Cisco UCS C-Series Rack Servers and Cisco UCS X-Series Modular System hardware and firmware management. Practical experience installing NVIDIA GPUs, configuring them, and setting up CUDA environments on Cisco UCS C240 M6 or Cisco UCS X210c M7 servers. Proficiency in Linux system administration, specifically Ubuntu 22.04 LTS, for managing Cisco GPU infrastructure. Knowledge of high-performance computing networking, including VLANs, QoS, and RDMA over Converged Ethernet, used in Cisco UCS GPU-accelerated systems. Familiarity with AI and machine learning workloads and frameworks such as TensorFlow and PyTorch, optimized for Cisco GPU servers. Experience deploying and managing GPU-accelerated infrastructure within data centers using Cisco UCS systems to accelerate AI and HPC tasks. Candidates should hold a CCNA or Cisco Certified DevNet Associate certification to ensure foundational technical competency.
Certification Exam
Everything you need to know about the Cisco (GPU Servers//TPU Server) certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Master Cisco AI Infrastructure and Reference Architectures
2
Day 2– Cisco AI Network Requirements and Design
3
Day 3– Congestion Management for AI Data Handling
4
Day 4– Cisco AI Hardware and Compute Resources
5
Day 5– Cisco AI Cluster Deployment and Operations
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Official Courseware
Hands-On Lab Environment (30 days)
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Hands-On Lab
Live Lab Sandbox
Real EnvironmentPractice in a real lab environment with full access to the tools and services covered in the course.
30+ Guided Labs
30+Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.
Lab Manual Included
Full GuideComprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.
Post-Training Access
30 Days30 days of extended lab access after your training ends so you can continue practicing.
Career Outcomes
of Cisco (GPU Servers//TPU Server) certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Cisco (GPU Servers//TPU Server) certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- AI Infrastructure Engineer
- GPU Systems Architect
- Senior Kubernetes Platform Engineer - AI/ML
- AI Operations Technical Leader
- Machine Learning Infrastructure Engineer
- DPU Networking and AI Infrastructure Specialist
Companies Hiring
and 5,000+ organizations worldwide seeking Cisco (GPU Servers//TPU Server) certified professionals
Course Student Reviews
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“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
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“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
-
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified
-
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the Cisco (GPU Servers//TPU Server) training course
Is a certification exam included in the Cisco UCS AI/ML Infrastructure training, and what is the exam fee if separate?
What training formats does Koenig offer for the Cisco UCS AI/ML Infrastructure course, and is Guaranteed-to-Run scheduling available?
How long is lab access provided for the Cisco UCS AI/ML Infrastructure course, and what type of lab environment is used?
What is Koenig's rescheduling and cancellation policy for the Cisco UCS AI/ML Infrastructure course?
What is the exam format and difficulty level for Cisco certifications related to AI/ML infrastructure, including number of questions, types, duration, and passing score?
How long is a Cisco certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the Cisco UCS AI/ML Infrastructure course?
What are the prerequisites or recommended experience for enrolling in the Cisco UCS AI/ML Infrastructure course?
What career impact and salary increase can be expected after completing the Cisco UCS AI/ML Infrastructure training?
How does Koenig's Cisco UCS AI/ML Infrastructure training compare to self-study in terms of skill development?
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