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Sovereign AI Academy

Hybrid and Cluster AI

Design, scale, observe, and control AI workloads distributed across local servers and rented cloud capacity.

FamilyAI and Local Infrastructure
LevelIntermediate
Courses9
Estimated time2.25-3 hours
Audience

AI operators, Infrastructure builders, Security teams

Outcome

Design, scale, observe, and control AI workloads distributed across local servers and rented cloud capacity.

Ordered sequence

Courses in this path

9 courses
Course 0110 modules
Cloud GPU Fundamentals

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0210 modules
Renting Gpus in The Cloud

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0311 modules
Cost Controls for Cloud GPU Workloads

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0410 modules
Hybrid Local and Cloud AI Architectures

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0510 modules
Building An AI Inference Cluster

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0610 modules
Load Balancing for Multiple Local LLM Servers

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0710 modules
Serving LLMs Over APIs

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0811 modules
Hybrid and Cluster AI Telemetry Fundamentals

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0910 modules
What Is Continuous Monitoring

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
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Next steps
AI and Local Infrastructure
Sovereign AI Starter Kit

Build a working mental model of private AI, select suitable models, and launch a practical local assistant.

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AI and Local Infrastructure
Build a Local AI Workstation

Turn available hardware into a secure, usable local inference workstation across common desktop platforms.

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AI and Local Infrastructure
Local LLM Operator

Install, tune, expose, monitor, and maintain local model services with multiple serving options.

View Path