The article looked back briefly the development history of the core drilling techniques. The recent advances of drilling technology at the beginning of the 21st century are introduced. Examples of drilling techniques applied in the exploration of mineral resources are listed. The application cases of the drilling technique in the scientific drilling and environmental protection are briefly described.