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Udemy - SoAI-Certified Professional - AI Infrastructure (NCP-AII)

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Name	Uploaded	Size	Se	Le	Upl. by
Udemy - SoAI-Certified Professional - AI Infrastructure (NCP-AII)	2026-06-20	102 bytes	12	3	anonymous

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Udemy - SoAI-Certified Professional - AI Infrastructure (NCP-AII)

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June 20, 2026, 1:43 a.m.

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Files:

Get Bonus Downloads Here.url 180 bytes
1. Certificate of Completion.en_US.srt 690 bytes
1. Certificate of Completion.mp4 10.9 MB
2. Introduction to NVIDIA-Certified Professional AI Infrastructure (NCP-AII).en_US.srt 3.6 KB
2. Introduction to NVIDIA-Certified Professional AI Infrastructure (NCP-AII).mp4 9.3 MB
1. Quiz Module 9 Real-World Projects and Enterprise Workflows.html 23.4 KB
43. Case Study Building an AI Supercomputer.en_US.srt 6.1 KB
43. Case Study Building an AI Supercomputer.mp4 18.1 MB
44. Case Study Multi-Tenant AI Infrastructure for Healthcare.en_US.srt 6.5 KB
44. Case Study Multi-Tenant AI Infrastructure for Healthcare.mp4 22.9 MB
45. End-to-End Workflow Data → Train → Deploy → Monitor.en_US.srt 5.6 KB
45. End-to-End Workflow Data → Train → Deploy → Monitor.mp4 13.3 MB
46. Lab Design and Present a Scalable AI Infrastructure.html 5.6 KB
46. Module9_Lab.pdf 121.6 KB
47. Peer Review.html 5.4 KB
47. PeerReview.pdf 44.7 KB
2. Mock Test 60 Questions.html 49.0 KB
48. Exam Blueprint and Common Pitfalls.en_US.srt 4.3 KB
48. Exam Blueprint and Common Pitfalls.mp4 9.8 MB
49. 10.2FlashCards.pdf 90.2 KB
49. Flashcards Concepts, Commands, Tools.html 5.8 KB
50. Capstone Project End-to-End AI Infrastructure Design.html 5.9 KB
50. CapstoneProject.pdf 94.3 KB
51. Certification Pathways and Next Steps.en_US.srt 4.5 KB
51. Certification Pathways and Next Steps.mp4 9.1 MB
3. Introduction to AI Infrastructure Design.en_US.srt 6.6 KB
3. Introduction to AI Infrastructure Design.mp4 14.0 MB
4. Role of GPUs in AI Workloads.en_US.srt 5.2 KB
4. Role of GPUs in AI Workloads.mp4 11.1 MB
5. CPU vs GPU vs DPU Architectures.en_US.srt 4.8 KB
5. CPU vs GPU vs DPU Architectures.mp4 10.1 MB
6. GPU Acceleration for AI ML Pipelines.en_US.srt 5.2 KB
6. GPU Acceleration for AI ML Pipelines.mp4 11.2 MB
7. NVIDIA Ecosystem Overview (CUDA, Triton, NGC).en_US.srt 5.2 KB
7. NVIDIA Ecosystem Overview (CUDA, Triton, NGC).mp4 12.0 MB
10. Virtual GPUs (vGPU) Setup and Use Cases.en_US.srt 5.9 KB
10. Virtual GPUs (vGPU) Setup and Use Cases.mp4 13.7 MB
11. GPU Workload Scheduling with Kubernetes.en_US.srt 5.9 KB
11. GPU Workload Scheduling with Kubernetes.mp4 13.2 MB
12. Hands-on Lab Configure MIG on A100.html 5.6 KB
12. Lab2.pdf 208.5 KB
8. MIG (Multi-Instance GPU) Configuration.en_US.srt 6.0 KB
8. MIG (Multi-Instance GPU) Configuration.mp4 13.7 MB
9. GPU Sharing and Isolation Techniques.en_US.srt 5.7 KB
9. GPU Sharing and Isolation Techniques.mp4 12.6 MB
13. Storage Architectures for AI Workloads (local, shared, object).en_US.srt 5.3 KB
13. Storage Architectures for AI Workloads (local, shared, object).mp4 15.1 MB
14. High-Speed Networking NVLink, Infiniband, RDMA.en_US.srt 5.7 KB
14. High-Speed Networking NVLink, Infiniband, RDMA.mp4 13.5 MB
15. Data Movement Bottlenecks and Optimization.en_US.srt 5.6 KB
15. Data Movement Bottlenecks and Optimization.mp4 12.0 MB
16. AI Data Pipeline Design (ETL + Training + Inference).en_US.srt 5.4 KB
16. AI Data Pipeline Design (ETL + Training + Inference).mp4 11.5 MB
17. Lab Design an End-to-End Data Pipeline for AI.html 5.6 KB
17. Lab3.pdf 249.5 KB
18. Kubernetes for GPU-Orchestrated AI Workloads.en_US.srt 4.2 KB
18. Kubernetes for GPU-Orchestrated AI Workloads.mp4 9.5 MB
19. Helm, Operators, and Cluster Autoscaling.en_US.srt 3.8 KB
19. Helm, Operators, and Cluster Autoscaling.mp4 8.8 MB
20. Integrating Slurm, Kubeflow, and MLflow.en_US.srt 4.8 KB
20. Integrating Slurm, Kubeflow, and MLflow.mp4 10.8 MB
21. Cluster Topologies (On-prem, Cloud, Hybrid).en_US.srt 4.8 KB
21. Cluster Topologies (On-prem, Cloud, Hybrid).mp4 10.3 MB
22. Lab Deploy Multi-GPU Training Job on Kubernetes.html 5.6 KB
22. Lab4.pdf 179.2 KB
23. Profiling GPU Workloads (Nsight, DLProf, nvtop).en_US.srt 5.6 KB
23. Profiling GPU Workloads (Nsight, DLProf, nvtop).mp4 11.5 MB
24. GPU Metrics, Telemetry & Alerting Tools.en_US.srt 5.6 KB
24. GPU Metrics, Telemetry & Alerting Tools.mp4 11.8 MB
25. TensorRT and Model Optimization.en_US.srt 5.4 KB
25. TensorRT and Model Optimization.mp4 11.0 MB
26. Bottleneck Diagnosis and Tuning.en_US.srt 5.5 KB
26. Bottleneck Diagnosis and Tuning.mp4 11.9 MB
27. Lab Optimize Inference Pipeline with TensorRT.html 5.8 KB
27. Lab5.pdf 186.8 KB
28. Securing GPU-Powered Workloads.en_US.srt 5.5 KB
28. Securing GPU-Powered Workloads.mp4 12.0 MB
29. Encryption and Access Control (DPUs, DOCA).en_US.srt 6.2 KB
29. Encryption and Access Control (DPUs, DOCA).mp4 14.3 MB
30. Role-Based Access Control (RBAC) for AI Clusters.en_US.srt 6.3 KB
30. Role-Based Access Control (RBAC) for AI Clusters.mp4 13.9 MB
31. Regulatory Compliance GDPR, HIPAA, FedRAMP.en_US.srt 6.5 KB
31. Regulatory Compliance GDPR, HIPAA, FedRAMP.mp4 14.7 MB
32. Lab Apply Security Policies in AI Infrastructure.html 5.8 KB
32. Lab6.pdf 180.6 KB
33. Edge vs Cloud AI – Infrastructure Implications.en_US.srt 4.0 KB
33. Edge vs Cloud AI – Infrastructure Implications.mp4 9.2 MB
34. NVIDIA Jetson and Orin for Edge AI.en_US.srt 4.9 KB
34. NVIDIA Jetson and Orin for Edge AI.mp4 10.8 MB
35. Federated Learning and Distributed Inference.en_US.srt 4.6 KB
35. Federated Learning and Distributed Inference.mp4 10.4 MB
36. Use Cases Smart Cities, Retail, Industrial IoT.en_US.srt 4.1 KB
36. Use Cases Smart Cities, Retail, Industrial IoT.mp4 8.8 MB
37. Lab Deploy AI Model to Jetson Nano.html 5.9 KB
37. Module7_lab.pdf 272.0 KB
38. Using NGC Catalog for Pretrained Models.en_US.srt 7.3 KB
38. Using NGC Catalog for Pretrained Models.mp4 15.4 MB
39. Triton Inference Server – Overview and Architecture.en_US.srt 8.0 KB
39. Triton Inference Server – Overview and Architecture.mp4 15.9 MB
40. Model Ensemble and Multi-Framework Serving.en_US.srt 6.8 KB
40. Model Ensemble and Multi-Framework Serving.mp4 14.3 MB
41. Lab Deploy Triton with TensorFlow and ONNX Models.html 5.7 KB
41. Module8_Lab.pdf 150.6 KB
42. Serving at Scale – Load Balancing and HA Design.en_US.srt 5.4 KB
42. Serving at Scale – Load Balancing and HA Design.mp4 15.2 MB
Bonus Resources.txt 70 bytes

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