To evaluate method, pollutant concentrations acquired from six cities are used. Meteorological and seasonal variables are not used; only pollutant concentrations are used for prediction. Special attention is given to inductive learning, which is among the most mature of the ML approaches currently available. The supervised, unsupervised, semisupervised and reinforcement learning types are described. Consumers have more choices than ever, and they can compare prices via a wide range of channels, instantly. Dynamic pricing, also known as demand pricing, enables businesses to keep pace with accelerating market dynamics. It lets organizations flexibly price items based on factors including the level …