Data visualization techniques are methods used to graphically represent data, making complex information easier to understand. They include charts, graphs, heatmaps, and dashboards that highlight patterns, trends, and relationships within data sets. These techniques enable analysts and AI systems to interpret data effectively, facilitating decision-making, detecting anomalies, and communicating insights clearly in AI infrastructure systems.