Intel VTune Performance Analyzer is a software tool designed for analyzing application performance, enabling code optimization through sampling techniques and performance monitoring. It utilizes time-based and event-based sampling methods to identify hotspots and bottlenecks in code execution, providing insights through call graphs and a tuning assistant. The analyzer helps in tracking system activity and resource consumption during runtime, leading to efficient performance tuning at various levels.