Providing on-line non-downloadable software for visualization of data in the field of biological research; Providing on-line non-downloadable software for image analysis for cells, amino acids, proteins, and other biological materials; Providing on-line non-downloadable software for specialized analysis and machine learning in the biological fields of omics; Software as a service (SAAS) services featuring software for managing, transferring, transforming, and combining datasets utilized in scientific research; Software as a service (SAAS) services featuring software for creating, modifying, and organizing computations applied to scientific research datasets; Software as a service (SAAS) services featuring software for managing the resulting output of computational execution and creating visual representations of scientific research; Software as a service (SAAS) services featuring software for publishing scientific research findings, methodology, and dataset meta data to public, private, or restricted portal pages; Software as a service (SAAS) services featuring software for providing a mechanism for users to cite portal pages in published academic research; Software as a service (SAAS) services featuring software for facilitating online peer review within open and private research groups; Software as a service (SAAS) services featuring software for providing a mechanism for other users and outside researchers to duplicate and/or collaborate on the modification of scientific research datasets, computational methodologies, and resulting reports; Software as a service (SAAS) services featuring software for machine learning in the field of biological research; Software as a service (SAAS) services featuring software for performing computational biology; Software as a service (SAAS) services featuring software for use of computational methods for the representation and simulation of biological systems and the interpretation of experimental data; Software as a service (SAAS) services featuring software for research and development in the field of computational biology, genomics, proteomics, bioinformatics, and biotechnology; Software as a service (SAAS) services featuring software for dataset management, review, curation, measurement, analysis, tagging, bias mitigation, sharing, and collaboration within and between multiple contributors and organizations; Software as a service (SAAS) services featuring software for biological simulations and computational biology and biomodelling