📄️ Implementing MLOps
Strategic guidance for operationalizing machine learning models from experimentation to production
📄️ Prompt Engineering
Engineer effective LLM prompts using zero-shot, few-shot, chain-of-thought, and structured output techniques
📄️ Evaluating LLMs
Evaluate LLM systems using automated metrics, LLM-as-judge, and benchmarks
📄️ Embedding Optimization
Optimizing vector embeddings for RAG systems through model selection, chunking strategies, and caching