This lecture covers the estimation of heat exchanger costs based on historical data and market observations, including factors like size, materials, and pressure. It explains how to calculate the purchase cost, apply scaling factors, and adjust for inflation. The instructor also discusses the installation costs, material factors, and the precision of cost estimations.