The lesson discusses the differences between discrete and continuous data, emphasizing the accuracy and precision in measurements. Discrete quantities, such as the number of supporters in a stadium, are whole numbers and can be counted individually, whereas continuous data spans a range of values and often requires more precise tools for measurement. The teacher uses examples like scales used in different settings to illustrate these concepts, highlighting the varying degrees of accuracy each tool provides.