AI Infrastructure Curriculum

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27 repositories

ai-infra-content-generator
Public
A system-agnostic framework for generating comprehensive technical curriculum content using AI assistance
curriculum learning-materials documentation-generator
curriculum learning-materials documentation-generator ml-infrastructure content-generation mlops technical-training educational-content ai-assisted ai-infrastructure
Python
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Other
•0•0•0•0•Updated Nov 6, 2025Nov 6, 2025
ai-agent-guidebook
Public
Comprehensive guides for AI coding assistants: Claude Code, GitHub Copilot, Gemini CLI. Includes MCP servers, multi-agent orchestration, and production template…
developer-tools github-copilot prompt-engineering
developer-tools github-copilot prompt-engineering ai-documentation llm-tools gemini-cli coding-guides mcp-servers claude-code ai-coding-assistants
Other
•1•1•0•0•Updated Nov 4, 2025Nov 4, 2025
.github
Public
Organization profile and community health files for AI Infrastructure Curriculum
community profile documentation
community profile documentation organization
0•0•0•0•Updated Nov 4, 2025Nov 4, 2025
ai-infra-mlops-learning
Public
AI Infrastructure MLOps Engineer Learning Track - MLOps pipelines, CI/CD for ML, and model lifecycle management
learning machine-learning monitoring
learning machine-learning monitoring curriculum ci-cd intermediate kubeflow mlops mlflow feature-store
Python
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MIT License
•0•1•0•0•Updated Nov 4, 2025Nov 4, 2025
ai-infra-team-lead-solutions
Public
Solutions for AI Infrastructure Team Lead Track
solutions examples advanced
solutions examples advanced management implementation leadership frameworks ai-infrastructure
0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-principal-engineer-solutions
Public
Solutions for AI Infrastructure Principal Engineer Track
distributed-systems solutions examples
distributed-systems solutions examples expert implementation technical-excellence technical-leadership ai-infrastructure principal-engineer
0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-principal-architect-solutions
Public
Solutions for AI Infrastructure Principal Architect Track
solutions examples expert
solutions examples expert implementation ai-infrastructure enterprise-strategy principal-architect
0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-senior-architect-solutions
Public
Solutions for AI Infrastructure Senior Architect Track
solutions examples advanced
solutions examples advanced strategy implementation enterprise-architecture ai-infrastructure
0•1•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-architect-solutions
Public
Solutions for AI Infrastructure Architect Track
enterprise solutions examples
enterprise solutions examples architecture advanced implementation multi-cloud ai-infrastructure
Python
•1•1•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-security-solutions
Public
Solutions for AI Infrastructure Security Engineer Track
security privacy solutions
security privacy solutions examples advanced compliance implementation ml-security ai-infrastructure
0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-performance-solutions
Public
Solutions for AI Infrastructure Performance Engineer Track
performance solutions examples
performance solutions examples advanced implementation cost-optimization gpu-optimization ai-infrastructure
0•1•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-mlops-solutions
Public
Solutions for AI Infrastructure MLOps Engineer Track
automation solutions examples
automation solutions examples ci-cd implementation intermediate mlops feature-store ai-infrastructure
0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-ml-platform-solutions
Public
Solutions for AI Infrastructure ML Platform Engineer Track
kubernetes solutions examples
kubernetes solutions examples advanced implementation platform-engineering ml-platform ai-infrastructure
0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-senior-engineer-solutions
Public
Solutions for AI Infrastructure Senior Engineer Track
kubernetes distributed-systems solutions
kubernetes distributed-systems solutions examples advanced production implementation ai-infrastructure
Python
•0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-engineer-solutions
Public
Solutions for AI Infrastructure Engineer Track
kubernetes solutions examples
kubernetes solutions examples gpu terraform production-ready implementation intermediate mlops llm
Python
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MIT License
•0•0•0•5•Updated Nov 3, 2025Nov 3, 2025
ai-infra-junior-engineer-solutions
Public
Solutions for AI Infrastructure Junior Engineer Learning Track
python docker kubernetes
python docker kubernetes solutions examples tutorials beginner implementation ai-infrastructure
Python
•0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-team-lead-learning
Public
AI Infrastructure Team Lead Learning Track - Technical leadership, team building, and project management
learning machine-learning curriculum
learning machine-learning curriculum advanced mentorship management hiring leadership team-building team-lead
0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-principal-engineer-learning
Public
AI Infrastructure Principal Engineer Learning Track - Technical excellence and deep infrastructure expertise
learning distributed-systems machine-learning
learning distributed-systems machine-learning curriculum mentorship expert technical-excellence technical-leadership ai-infrastructure principal-engineer
0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-principal-architect-learning
Public
AI Infrastructure Principal Architect Learning Track - Enterprise architecture and strategic planning
learning machine-learning curriculum
learning machine-learning curriculum expert transformation executive ai-infrastructure enterprise-strategy principal-architect
0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-senior-architect-learning
Public
AI Infrastructure Senior Architect Learning Track - Advanced architecture and cross-org alignment
learning machine-learning curriculum
learning machine-learning curriculum advanced strategy governance enterprise-architecture executive ai-infrastructure senior-architect
0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-architect-learning
Public
AI Infrastructure Architect Learning Track - System design and architecture patterns for ML
learning enterprise machine-learning
learning enterprise machine-learning curriculum architecture advanced disaster-recovery multi-cloud system-design finops
Python
•1•1•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-performance-learning
Public
AI Infrastructure Performance Engineer Learning Track - GPU optimization, inference optimization, and cost reduction
learning machine-learning performance
learning machine-learning performance curriculum advanced inference profiling tensorrt cost-optimization gpu-optimization
MIT License
•4•9•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-ml-platform-learning
Public
AI Infrastructure ML Platform Engineer Learning Track - Building self-service ML platforms at scale
kubernetes learning machine-learning
kubernetes learning machine-learning curriculum advanced scalability multi-tenancy api-design platform-engineering ml-platform
MIT License
•0•0•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-senior-engineer-learning
Public
AI Infrastructure Senior Engineer Learning Track - Advanced ML infrastructure and technical leadership
kubernetes learning distributed-systems
kubernetes learning distributed-systems machine-learning performance curriculum advanced gpu-optimization mlops senior-engineer
Python
•1•1•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-engineer-learning
Public
AI Infrastructure Engineer Learning Track - Production ML infrastructure curriculum (2-4 years experience)
kubernetes learning machine-learning
kubernetes learning machine-learning curriculum gpu terraform production intermediate mlops llm
Python
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MIT License
•12•53•0•1•Updated Nov 3, 2025Nov 3, 2025
ai-infra-junior-engineer-learning
Public
AI Infrastructure Junior Engineer Learning Track - Comprehensive curriculum for entry-level ML infrastructure engineers (0-2 years experience)
python git docker
python git docker kubernetes learning education aws machine-learning curriculum fundamentals
Python
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MIT License
•7•19•0•0•Updated Nov 3, 2025Nov 3, 2025
ai-infra-security-learning
Public
AI Infrastructure Security Engineer Learning Track - ML infrastructure security, model security, and compliance
learning security machine-learning
learning security machine-learning privacy curriculum advanced compliance hipaa gdpr soc2
Shell
•1•1•0•0•Updated Nov 3, 2025Nov 3, 2025