Curriculum
                        
                     
                     
                        
                        To complete the certificate, you'll take required courses in parallel computing and
                           computer systems in data analytics. You'll then choose courses from topics like high
                           performance computer systems, hardware-based cybersecurity, machine learning essentials
                           and applications, optimization techniques for cyber-physical systems and data-driven
                           decisions in cyber-physical systems. 
                        
                        Depending on your academic background, some of the certificate courses may require
                           additional prerequisites.