Leetcode - rectangle overlap,

SQL - Window fn, elevator max capacity

ML - BERT, XGboost, Overfitting, underfitting, bias, variance, hyperparams, data drifts

RAG - prompt engineering, improve prompt, improve retreival, context window fitting, llm params,

Vector DB - Retreival, chunking, storage, semantic search, hybrid search, reranking, evaluation of relevant chunk, Precision@k,

Evaluation Techniques - retreival comparison, compare answer generated, halucination handling

Deployment -

KPI - business metrics,