Foundations and Architecture

• Foundations
• Transformers
• Tokenization
• LLMs
• SLMs

Training Pipeline

• Pretraining
• Distributed Training
• Fine-Tuning
• Post-Training

Prompting and Retrieval

• Prompt Engineering
• Embeddings
• Vector Databases
• RAG

Inference, Deployment, Operations

• Inference Optimization
• Deployment
• LLMOps and Monitoring
• Evaluation

Agents and Protocols

• Agents
• MCP

Safety and System Design

• Safety
• System Design