This course aims to equip learners with the basics of high-performance computing systems (HPC), HPC problems and methods; includes HPC models, principles, assessment methods, and HPC application for applied data science. In addition, the course helps learners to master HPC knowledge, necessary skills in applying and exploiting HPC systems to serve data science issues in enterprises, especially enterprises under sectors: marketing, supply chain management, financial analysis, credit and insurance.