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Next Gen Soft Cloud LLC
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AI Data Center Build COURSE (200 Hours | ~ 12 months

1. Introduction to AI Data Centers

  • Evolution of Data Centers 
  • What Makes an AI Data Center Different 
  • AI Workloads (Training vs Inference) 
  • Hyperscale vs Enterprise AI Data Centers 
  • Key Industry Players and Ecosystem 
  • AI Data Center Use Cases

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ Intro to AIDC: 4 Hours (1 Week)


2. AI Compute Architecture

  • CPU vs GPU vs TPU vs AI Accelerators 
  • GPU Server Architectures 
  • Multi-GPU & Multi-Node Systems 
  • AI Racks and Pod Architecture 
  • Memory (HBM, DDR, NVMe) 
  • PCIe, NVLink, and CXL Interconnects

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ AI CA:  12 Hours (3 Weeks)

3. Data Center Site Selection & Planning

  • Site Selection Criteria for AI Data Centers 
  • Power Availability & Grid Proximity 
  • Climate Considerations for Cooling 
  • Fiber & Network Connectivity 
  • Regulatory, Zoning & Environmental Factors 
  • Capacity Planning & Scalability

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅DC SSP: 12 Hours (3 Weeks)

4. Power Infrastructure for AI Data Centers

  • Power Density Challenges (30–150+ kW/rack) 
  • Utility Power & Substations 
  • UPS Systems (Lithium-ion, Flywheel) 
  • Generators & Backup Power 
  • Power Distribution (MV, LV, Busways) 
  • Power Redundancy (N, N+1, 2N)

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ PI for AI DC: 16 Hours (4 Weeks)

5. Advanced Cooling Technologies

  • Air Cooling Limitations 
  • Liquid Cooling Fundamentals 
  • Direct-to-Chip Liquid Cooling 
  • Immersion Cooling (Single & Two-Phase) 
  • Rear Door Heat Exchangers 
  • Cooling System Design & Efficiency Metrics

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ACT: 16 Hours (4 Weeks)

6. AI Data Center Networking

  • AI Network Requirements 
  • Ethernet vs InfiniBand 
  • High-Speed Networking (100G/400G/800G) 
  • Spine-Leaf Architecture 
  • Network Latency & Throughput Optimization 
  • Optical Fiber Design & Management

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ AI DCN: 12 Hours (3 Weeks)

7. Storage Systems for AI Workloads

  • AI Data Storage Requirements 
  • Parallel File Systems 
  • Object Storage vs Block Storage 
  • NVMe & NVMe-oF 
  • Data Pipeline Design 
  • Backup, Archiving & Data Lifecycle

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ SS for AIW: 16 Hours (4 Weeks)

8. Data Center Physical Design

  • White Space Design 
  • Rack Layout & Containment 
  • Raised Floor vs Slab 
  • Cable Management Best Practices 
  • Seismic & Structural Design 
  • Fire Detection & Suppression Systems

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ DCPD: 24 Hours (6 Weeks)

9. Construction & Deployment

  • Data Center Construction Phases 
  • Prefabricated & Modular Data Centers 
  • Equipment Installation & Commissioning 
  • Factory Acceptance Testing (FAT) 
  • Site Acceptance Testing (SAT) 
  • Go-Live Readiness Checklist

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ CD: 16 Hours (4 Weeks)

10. AI Data Center Operations

  • Day-to-Day Operations 
  • Monitoring & Telemetry 
  • DCIM & AI-Driven Operations 
  • Capacity & Performance Management 
  • Incident Response & Troubleshooting 
  • Maintenance Strategies

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅AI DCO: 12 Hours (3 Weeks)

11. Energy Efficiency & Sustainability

  • PUE & Beyond PUE Metrics 
  • Water Usage Effectiveness (WUE) 
  • Renewable Energy Integration 
  • Heat Reuse Strategies 
  • Carbon-Aware Workload Scheduling 
  • Green AI Data Centers

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ EES: 4 Hours (1 Week)

12. Security & Compliance

  • Physical Security Systems 
  • Network & Infrastructure Security 
  • Zero Trust Architecture 
  • Compliance Standards (ISO, SOC, Tier) 
  • Data Privacy & AI Governance 
  • Risk Assessment & Mitigation

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ SC: 12 Hours (3 Weeks)

13. Cost Modeling & Business Strategy)

  • CAPEX vs OPEX for AI Data Centers 
  • Total Cost of Ownership (TCO) 
  • ROI Analysis for AI Infrastructure 
  • Build vs Buy vs Colocation 
  • Hyperscaler & Cloud AI Economics 
  • Future Market Trends

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ CMBS: 12 Hours (3 Weeks)

14. AI Data Center Case Studies

  • Hyperscale AI Data Centers 
  • Enterprise AI Deployments 
  • Colocation AI Facilities 
  • Liquid Cooling Case Studies 
  • High-Density GPU Cluster Deployments 
  • Lessons Learned from Real Projects

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ AI DC CS: 12 Hours (3 Weeks)

15. Future of AI Data Centers

  • Next-Generation AI Chips 
  • 1MW+ Rack Designs 
  • Autonomous Data Centers 
  • AI-Optimized Power Grids 
  • Edge AI Data Centers 
  • Industry Roadmap & Innovations

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ AIDC Future: 8 Hours (2 Weeks)

16. Capstone Project

  • Design a complete AI-ready data center 
  • Power, cooling, networking, and compute selection 
  • Cost estimation and scalability plan 
  • Presentation & technical review

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ Cap Proj: 12 Hours (3 Weeks)

17. Certification

  •  Certified AI Data Center Architect / Engineer 

 Total Weekly Time

  • Saturday: 2 Hours
  • Sunday: 2 Hours

✅ Total = 4 Hours / Week

✅ Certification: 8 Hours (2 Weeks)

Book A Free Online Demo Class

AI Data Center Build Training Course (Demo Request)

Kindly Share 3 convenient time slots for DEMO class

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