Computer hardware and downloadable computer software for machine learning, database management and operation, data analytics, and hardware acceleration in the field of artificial intelligence and data analytics; Computer hardware, including memories, application-specific integrated circuits (ASICs), printed circuits; Artificial intelligence computers; Computer hardware for use in data analytics and data base acceleration; Computing accelerator boards, integrated circuits, semiconductors and computer chipsets; High performance computer hardware with specialized features for analytics and artificial intelligence learning and processing; Graphics accelerators; Computer accelerator boards; Multimedia accelerator boards; Downloadable computer software for machine learning, database management and operation, data analytics, and hardware acceleration in the field of general purpose artificial intelligence computing; Downloadable interactive computer game programs with artificial intelligence; Downloadable computer software applications for machine learning, database management and operation, and data analytics in the field of artificial intelligence; System-on-chip processors; Electronic computer vision accelerator boards; Computer hardware and downloadable software, and computer communications hardware and downloadable communications software, all for the operation, control, maintenance, and management of computer and memory resources; Random access memory (RAM) cards; Disaggregated computer servers; Computational computer storage devices, namely, blank flash drives and external computer hard drives; Downloadable compiler software and downloadable optimization software for data analytics and business processes