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

Torrent Contents Size: 500 MB

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

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1 - Introduction to NVIDIA-Certified Professional AI Infrastructure (NCP-AII)

1. Certificate of Completion.en_US.srt

SRT

716.8 B

1. Certificate of Completion.mp4

MP4

10.9 MB

10 - Module 9 Real-World Projects and Enterprise Workflows

1. Quiz Module 9 Real-World Projects and Enterprise Workflows.html

HTML

23.4 KB

11 - Module 10 Final Capstone + Certification Prep

2 - Module 1 Foundations of AI Infrastructure

3 - Module 2 GPU Resource Management and Virtualization

10. Virtual GPUs (vGPU) Setup and Use Cases.en_US.srt

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5.9 KB

10. Virtual GPUs (vGPU) Setup and Use Cases.mp4

MP4

13.7 MB

11. GPU Workload Scheduling with Kubernetes.en_US.srt

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5.9 KB

11. GPU Workload Scheduling with Kubernetes.mp4

MP4

13.2 MB

12. Hands-on Lab Configure MIG on A100.html

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5.6 KB

12. Lab2.pdf

PDF

208.5 KB

4 - Module 3 Storage, Networking, and Data Pipelines for AI

13. Storage Architectures for AI Workloads (local, shared, object).en_US.srt

SRT

5.3 KB

13. Storage Architectures for AI Workloads (local, shared, object).mp4

MP4

15.1 MB

14. High-Speed Networking NVLink, Infiniband, RDMA.en_US.srt

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5.7 KB

14. High-Speed Networking NVLink, Infiniband, RDMA.mp4

MP4

13.5 MB

15. Data Movement Bottlenecks and Optimization.en_US.srt

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5.6 KB

15. Data Movement Bottlenecks and Optimization.mp4

MP4

12 MB

16. AI Data Pipeline Design (ETL + Training + Inference).en_US.srt

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5.4 KB

16. AI Data Pipeline Design (ETL + Training + Inference).mp4

MP4

11.5 MB

17. Lab Design an End-to-End Data Pipeline for AI.html

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5.6 KB

17. Lab3.pdf

PDF

249.5 KB

5 - Module 4 AI Cluster Orchestration and Scalability

18. Kubernetes for GPU-Orchestrated AI Workloads.en_US.srt

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4.2 KB

18. Kubernetes for GPU-Orchestrated AI Workloads.mp4

MP4

9.5 MB

19. Helm, Operators, and Cluster Autoscaling.en_US.srt

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3.8 KB

19. Helm, Operators, and Cluster Autoscaling.mp4

MP4

8.8 MB

20. Integrating Slurm, Kubeflow, and MLflow.en_US.srt

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4.8 KB

20. Integrating Slurm, Kubeflow, and MLflow.mp4

MP4

10.8 MB

21. Cluster Topologies (On-prem, Cloud, Hybrid).en_US.srt

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4.8 KB

21. Cluster Topologies (On-prem, Cloud, Hybrid).mp4

MP4

10.3 MB

22. Lab Deploy Multi-GPU Training Job on Kubernetes.html

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5.6 KB

22. Lab4.pdf

PDF

179.2 KB

6 - Module 5 Performance Optimization & Monitoring

23. Profiling GPU Workloads (Nsight, DLProf, nvtop).en_US.srt

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5.6 KB

23. Profiling GPU Workloads (Nsight, DLProf, nvtop).mp4

MP4

11.5 MB

24. GPU Metrics, Telemetry & Alerting Tools.en_US.srt

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5.6 KB

24. GPU Metrics, Telemetry & Alerting Tools.mp4

MP4

11.8 MB

25. TensorRT and Model Optimization.en_US.srt

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5.4 KB

25. TensorRT and Model Optimization.mp4

MP4

11 MB

26. Bottleneck Diagnosis and Tuning.en_US.srt

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5.5 KB

26. Bottleneck Diagnosis and Tuning.mp4

MP4

11.9 MB

27. Lab Optimize Inference Pipeline with TensorRT.html

HTML

5.8 KB

27. Lab5.pdf

PDF

186.8 KB

7 - Module 6 Security, Compliance, and Data Governance

28. Securing GPU-Powered Workloads.en_US.srt

SRT

5.5 KB

28. Securing GPU-Powered Workloads.mp4

MP4

12 MB

29. Encryption and Access Control (DPUs, DOCA).en_US.srt

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6.2 KB

29. Encryption and Access Control (DPUs, DOCA).mp4

MP4

14.3 MB

30. Role-Based Access Control (RBAC) for AI Clusters.en_US.srt

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6.3 KB

30. Role-Based Access Control (RBAC) for AI Clusters.mp4

MP4

13.9 MB

31. Regulatory Compliance GDPR, HIPAA, FedRAMP.en_US.srt

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6.5 KB

31. Regulatory Compliance GDPR, HIPAA, FedRAMP.mp4

MP4

14.7 MB

32. Lab Apply Security Policies in AI Infrastructure.html

HTML

5.8 KB

32. Lab6.pdf

PDF

180.6 KB

8 - Module 7 Edge AI Infrastructure and Integration

33. Edge vs Cloud AI – Infrastructure Implications.en_US.srt

SRT

4 KB

33. Edge vs Cloud AI – Infrastructure Implications.mp4

MP4

9.2 MB

34. NVIDIA Jetson and Orin for Edge AI.en_US.srt

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4.9 KB

34. NVIDIA Jetson and Orin for Edge AI.mp4

MP4

10.8 MB

35. Federated Learning and Distributed Inference.en_US.srt

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4.6 KB

35. Federated Learning and Distributed Inference.mp4

MP4

10.4 MB

36. Use Cases Smart Cities, Retail, Industrial IoT.en_US.srt

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4.1 KB

36. Use Cases Smart Cities, Retail, Industrial IoT.mp4

MP4

8.8 MB

37. Lab Deploy AI Model to Jetson Nano.html

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5.9 KB

37. Module7_lab.pdf

PDF

272 KB

9 - Module 8 NGC, Triton Inference Server & Deployment

38. Using NGC Catalog for Pretrained Models.en_US.srt	SRT	7.3 KB
38. Using NGC Catalog for Pretrained Models.mp4	MP4	15.4 MB
39. Triton Inference Server – Overview and Architecture.en_US.srt	SRT	8 KB
39. Triton Inference Server – Overview and Architecture.mp4	MP4	15.9 MB
40. Model Ensemble and Multi-Framework Serving.en_US.srt	SRT	6.8 KB
40. Model Ensemble and Multi-Framework Serving.mp4	MP4	14.3 MB
41. Lab Deploy Triton with TensorFlow and ONNX Models.html	HTML	5.7 KB
41. Module8_Lab.pdf	PDF	150.6 KB
42. Serving at Scale – Load Balancing and HA Design.en_US.srt	SRT	5.4 KB
42. Serving at Scale – Load Balancing and HA Design.mp4	MP4	15.2 MB

8. MIG (Multi-Instance GPU) Configuration.en_US.srt

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6 KB

8. MIG (Multi-Instance GPU) Configuration.mp4

MP4

13.7 MB

9. GPU Sharing and Isolation Techniques.en_US.srt

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9. GPU Sharing and Isolation Techniques.mp4

MP4

12.6 MB

3. Introduction to AI Infrastructure Design.en_US.srt

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3. Introduction to AI Infrastructure Design.mp4

MP4

14 MB

4. Role of GPUs in AI Workloads.en_US.srt

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4. Role of GPUs in AI Workloads.mp4

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11.1 MB

5. CPU vs GPU vs DPU Architectures.en_US.srt

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5. CPU vs GPU vs DPU Architectures.mp4

MP4

10.1 MB

6. GPU Acceleration for AI ML Pipelines.en_US.srt

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6. GPU Acceleration for AI ML Pipelines.mp4

MP4

11.2 MB

7. NVIDIA Ecosystem Overview (CUDA, Triton, NGC).en_US.srt

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5.2 KB

7. NVIDIA Ecosystem Overview (CUDA, Triton, NGC).mp4

MP4

12 MB

2. Mock Test 60 Questions.html

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49 KB

48. Exam Blueprint and Common Pitfalls.en_US.srt

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4.3 KB

48. Exam Blueprint and Common Pitfalls.mp4

MP4

9.8 MB

49. 10.2FlashCards.pdf

PDF

90.2 KB

49. Flashcards Concepts, Commands, Tools.html

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5.8 KB

50. Capstone Project End-to-End AI Infrastructure Design.html

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5.9 KB

50. CapstoneProject.pdf

PDF

94.3 KB

51. Certification Pathways and Next Steps.en_US.srt

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4.5 KB

51. Certification Pathways and Next Steps.mp4

MP4

9.1 MB

43. Case Study Building an AI Supercomputer.en_US.srt

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43. Case Study Building an AI Supercomputer.mp4

MP4

18.1 MB

44. Case Study Multi-Tenant AI Infrastructure for Healthcare.en_US.srt

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44. Case Study Multi-Tenant AI Infrastructure for Healthcare.mp4

MP4

22.9 MB

45. End-to-End Workflow Data → Train → Deploy → Monitor.en_US.srt

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5.6 KB

45. End-to-End Workflow Data → Train → Deploy → Monitor.mp4

MP4

13.3 MB

46. Lab Design and Present a Scalable AI Infrastructure.html

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5.6 KB

46. Module9_Lab.pdf

PDF

121.6 KB

47. Peer Review.html

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5.4 KB

47. PeerReview.pdf

PDF

44.7 KB

2. Introduction to NVIDIA-Certified Professional AI Infrastructure (NCP-AII).en_US.srt

SRT

3.6 KB

2. Introduction to NVIDIA-Certified Professional AI Infrastructure (NCP-AII).mp4

MP4

9.3 MB

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

Torrent Contents Size: 500 MB

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