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