Abstract: Data Mining which discovers knowledge from massive data sets has been recognized by researchers and the industries.In this paper,several data mining patterns such as association pattern,arrangement pattern and serial pattern are generalized and the characteristics of these data mining patterns are compared.Further,several data mining algorithms such as decision trees,nerve network,genetic algorithm are introduced.Finally,a prospective of data mining pattern and data mining algorithm are proposed.