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Master LLM Fine-tuning, Multi-modal Agents, and DeepSeek-R1 architectures. The industry-leading curriculum used by engineers at top-tier AI labs—now available for free through our education partner program.

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Professional AI Engineering Path

Everything you need to go from LLM beginner to Senior AI Architect.

Project 01

Foundations & Fine-Tuning

Master DeepSeek-R1 & Llama 3 architectures. Learn supervised fine-tuning (SFT) and QLoRA for domain-specific mastery.

PyTorch HuggingFace
Project 02

Advanced RAG Architectures

Build a production-grade RAG architecture guide using Vector DBs, Hybrid Search, and Re-ranking strategies for zero hallucination.

Pinecone LangChain
Project 03

Multi-Agent Systems

Develop collaborative Multi-modal Agents using LangGraph and CrewAI to solve complex, multi-step engineering tasks autonomously.

LangGraph CrewAI
Project 04

Multi-modal AI Deployment

Integration of Vision + Audio LLMs. Processing unstructured data at scale with specialized multi-modal reasoning chains.

GPT-4o Whisper
Project 05

LLMOps & Production

Deploying models with Docker, Kubernetes, and vLLM. Advanced GPU optimization for high-throughput AI inference.

Kubernetes vLLM
Project 06

Guardrails & Evaluation

Implement Custom LLM Evaluation frameworks and security guardrails to ensure production safety and reasoning accuracy.

Giskard DeepSeek-R1

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✓ 6 Full Projects ✓ Certificate of Completion ✓ Code Repositories