January 2026
Intermediate
4h 41m
English
Closed Captioning available in English
Overview
In this 4-hour course, you will master the essential AI infrastructure tools and techniques for optimizing AI systems. The course covers everything from NVIDIA’s AI stack to GPU and DPU optimization, preparing you for the NCA-AIIO certification exam.
What I will be able to do after this course
- Understand AI, ML, DL, and Gen AI concepts
- Analyze and design AI-centric data center infrastructure
- Optimize GPU and DPU usage for AI workloads
- Implement GPU virtualization with vGPU and MIG
- Manage AI workflows using NVIDIA tools like Kubernetes
Course Instructor(s)
Ashish Prajapati, a seasoned technical professional, simplifies cloud learning and empowers learners with real-world examples. His expertise in cloud technologies has helped many individuals achieve cloud certifications.
Who is it for?
This course is designed for professionals in AI infrastructure management, machine learning, and AI system optimization, as well as those seeking to deepen their understanding of GPU-accelerated AI technologies.
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