[ WebToolTip.com ] Udemy - SoAI-Certified Professional - AI Infrastructure (NCP-AII)

File Name

Size

Get Bonus Downloads Here.url

180 B

~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

11 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 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 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

23 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 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

122 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

45 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 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 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 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 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 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

14 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 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 kB

~Get Your Files Here !/3 - Module 2 GPU Resource Management and Virtualization/8. MIG (Multi-Instance GPU) Configuration.en_US.srt

6.0 kB

~Get Your Files Here !/3 - Module 2 GPU Resource Management and Virtualization/8. MIG (Multi-Instance GPU) Configuration.mp4

14 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

13 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 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

14 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

12 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

250 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

11 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 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 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

12 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

12 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

12 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

187 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 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

14 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

15 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

181 kB

~Get Your Files Here !/8 - Module 7 Edge AI Infrastructure and Integration/33. Edge vs Cloud AI – Infrastructure Implications.en_US.srt

4.0 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

11 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 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 MB

~Get Your Files Here !/9 - Module 8 NGC, Triton Inference Server & Deployment/39. Triton Inference Server – Overview and Architecture.en_US.srt

8.0 kB

~Get Your Files Here !/9 - Module 8 NGC, Triton Inference Server & Deployment/39. Triton Inference Server – Overview and Architecture.mp4

16 MB

~Get Your Files Here !/9 - Module 8 NGC, Triton Inference Server & Deployment/40. Model Ensemble and Multi-Framework Serving.en_US.srt

6.8 kB

~Get Your Files Here !/9 - Module 8 NGC, Triton Inference Server & Deployment/40. Model Ensemble and Multi-Framework Serving.mp4

14 MB

~Get Your Files Here !/9 - Module 8 NGC, Triton Inference Server & Deployment/41. Lab Deploy Triton with TensorFlow and ONNX Models.html

5.7 kB

~Get Your Files Here !/9 - Module 8 NGC, Triton Inference Server & Deployment/41. Module8_Lab.pdf

151 kB

~Get Your Files Here !/9 - Module 8 NGC, Triton Inference Server & Deployment/42. Serving at Scale – Load Balancing and HA Design.en_US.srt

5.4 kB

~Get Your Files Here !/9 - Module 8 NGC, Triton Inference Server & Deployment/42. Serving at Scale – Load Balancing and HA Design.mp4

15 MB

~Get Your Files Here !/Bonus Resources.txt

70 B