NCA-AIIO: NCA - AI Infrastructure and Operations Certification Video Training Course
The complete solution to prepare for for your exam with NCA-AIIO: NCA - AI Infrastructure and Operations certification video training course. The NCA-AIIO: NCA - AI Infrastructure and Operations certification video training course contains a complete set of videos that will provide you with thorough knowledge to understand the key concepts. Top notch prep including NVIDIA NCA-AIIO exam dumps, study guide & practice test questions and answers.
NCA-AIIO: NCA - AI Infrastructure and Operations Certification Video Training Course Exam Curriculum
Introduction
Certification Details
Module 1 - Fundamentals
Module 2 - Inside an AI centric Data Center
Module 3 - Technology Stack
Module 4 - AI Workflows
Introduction
-
1:28
1. Introduction
Certification Details
-
2:31
1. Certification Details
-
1:57
2. Topics Covered in Certification
Module 1 - Fundamentals
-
2:19
1. Drivers of AI evolution
-
1:59
2. AI use cases across industries
-
3:14
3. AI, ML, DL, Gen AI
-
3:14
4. Analogy for AI, ML, DL, Gen AI
-
4:49
5. Transformer Model
Module 2 - Inside an AI centric Data Center
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4:02
1. Inside an AI centric Data Center
-
5:01
2. Power Usage Effectiveness (PUE)
-
4:23
3. The Compute Power
-
7:09
4. CPU and GPU
-
2:46
5. CPU vs. GPU - Architectural difference
-
2:33
6. Beyond Moore’s law
-
6:43
7. Data Processing Unit (DPU)
-
4:48
8. Network inside an AI centric Data Center
-
4:41
9. Network fabric
-
7:04
10. Ethernet vs. InfiniBand
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2:27
11. Converged Ethernet (CE)
-
4:19
12. Storage inside an AI centric Data Center
-
4:09
13. Cloud vs. On-Prem
Module 3 - Technology Stack
-
2:35
1. Powering AI GPU Innovation
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3:10
2. Technology Stack
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3:51
3. Layer 1 - Physical Layer
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1:56
4. GPU on a Graphic Card
-
2:54
5. DGX Platform
-
1:53
6. DGX SuperPOD
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1:48
7. ConnectX
-
2:30
8. BlueField DPUs
-
1:32
9. Reference Architectures
-
4:57
10. Understanding GPU Cores
-
4:17
11. Comparing GPU Cores
-
4:46
12. DGX Platform - Timeline
-
3:35
13. DGX Platform - Deployment Options
-
4:01
14. DGX A100 vs H100
-
0:56
15. Layer 2: Data Movement and I/O Acceleration
-
8:01
16. NVLink
-
2:03
17. InfiniBand
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1:41
18. InfiniBand vs. Ethernet
-
6:07
19. DMA and RDMA
-
2:22
20. GPUDirect RDMA
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1:42
21. GPUDirect Storage
-
1:31
22. Quick Comparison
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2:16
23. Layer 3: OS, Driver and Virtualization
-
4:36
24. GPU Drivers
-
5:07
25. GPU Virtualization
-
7:47
26. vGPU vs. MIG - Part 1
-
10:55
27. vGPU vs. MIG - Part 2
-
6:42
28. Layer 4: Core Libraries
-
3:10
29. Compute Unified Device Architecture (CUDA)
-
2:07
30. Installing CUDA
-
3:39
31. Collective Communications Library (NCCL)
-
3:42
32. NVLink, NVSwitch, PCIe, RDMA vs. NCCL
-
2:21
33. Layer 5: Monitoring and Management
-
4:21
34. GPU Identification Utility
-
7:26
35. Data Center GPU Manager (DCGM)
-
5:31
36. Base Command Manager
-
2:02
37. Which one to use?
-
3:46
38. Layer 6: Applications & Vertical Solutions
-
2:25
39. Summary
-
3:01
40. AI Enterprise
-
2:22
41. AI Factory
Module 4 - AI Workflows
-
5:20
1. AI Workflows
-
3:08
2. ML Frameworks
-
1:40
3. The differentiator
-
7:45
4. Model Training vs. Model Inference
-
6:12
5. Job Scheduling vs. Container Orchestration
-
4:55
6. Slurm vs Kubernetes
-
2:28
7. Integration
-
4:15
8. ML Ops - Analogy
-
3:41
9. Why ML Ops?
-
4:14
10. Tools supporting ML Ops
About NCA-AIIO: NCA - AI Infrastructure and Operations Certification Video Training Course
NCA-AIIO: NCA - AI Infrastructure and Operations certification video training course by prepaway along with practice test questions and answers, study guide and exam dumps provides the ultimate training package to help you pass.
Prepaway's NCA-AIIO: NCA - AI Infrastructure and Operations video training course for passing certification exams is the only solution which you need.
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