Training Modules

Comprehensive curriculum on locally-hosted LLMs for network operations

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Coming Soon
Training modules are currently in development and will be available after the first workshop session.
Training Module

Module 1: Introduction to Large Language Models

Comprehensive introduction to LLMs covering architecture, capabilities, and applications in network operations.

🌐 Bilingual (ID/EN) Coming Soon
Training Module

Module 2: Privacy-Aware AI Deployment

Deep dive into privacy considerations, data protection, and institutional autonomy in AI deployment.

🌐 Bilingual (ID/EN) Coming Soon
Training Module

Module 3: RAG Pipelines for Network Documentation

Practical guide to building Retrieval-Augmented Generation pipelines for network documentation and troubleshooting.

🌐 Bilingual (ID/EN) Coming Soon
Training Module

Module 4: AI Agentic Workflows

Advanced module on building AI agents for automated network operations tasks.

🌐 Bilingual (ID/EN) Coming Soon
Training Module

Module 5: Infrastructure Integration

Guide to integrating locally-hosted LLMs with existing network infrastructure and monitoring systems.

🌐 Bilingual (ID/EN) Coming Soon

Reports & White Papers

Research outputs and policy insights

Report

Initial Needs Assessment Report

Survey results and analysis of AI adoption challenges across IDREN member institutions.

📄 PDF Coming Soon
White Paper

NetOps with AI: Policy Insights for IDREN

Comprehensive whitepaper on AI adoption policies and recommendations for network operations in educational institutions.

📄 PDF Coming Soon

Case Studies

Real-world implementation examples from IDREN institutions

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Case Studies Coming Soon
Case studies will be developed after workshop completion, documenting real-world implementation experiences from participating institutions.

Contribute a Case Study

Are you implementing locally-hosted LLMs in your institution? We welcome case study contributions from IDREN member institutions. Your experience could help others on their AI adoption journey.

Contact Us to Contribute

Helpful External Resources

Recommended resources for learning about LLMs and AI deployment

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Ollama

Run large language models locally. An easy way to get started with locally-hosted LLMs.

Visit Website →
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Hugging Face

The AI community building the future. Access thousands of open-source models and datasets.

Visit Website →
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LangChain

Build applications with LLMs through composability. Framework for RAG pipelines and AI agents.

Visit Website →
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APNIC Blog

Latest news and insights from the Asia-Pacific networking community.

Visit Website →

Need Help?

Questions about resources or looking for specific materials?

Contact Us View Workshops