Data automation and collection service using proprietary software to evaluate, analyze and collect service data; Design and development of computer software for machine learning data management; Providing a website featuring non-downloadable software for machine learning and data management; Providing a website featuring non-downloadable software for machine learning model registry; Providing a website featuring non-downloadable software for machine learning model training; Providing a website featuring non-downloadable software for machine learning model serving; Providing a website featuring non-downloadable software for machine learning model monitoring; Providing a website featuring non-downloadable software for machine learning feature store; Providing a website featuring non-downloadable software for machine learning vector store; Providing a website featuring non-downloadable software for machine learning feature pipelines; Providing a website featuring non-downloadable software for machine learning vector pipelines; Providing a website featuring non-downloadable software for managed notebooks; Providing online non-downloadable computer software platforms for application development tools in the field of machine learning and data management; Software as a service (SAAS) services featuring software for machine learning and data management; Software as a service (SAAS) services featuring software for machine learning; Software as a service (SAAS) services featuring software for machine learning training; Software as a service (SAAS) services featuring software for machine learning model registry; Software as a service (SAAS) services featuring software for machine learning model training; Software as a service (SAAS) services featuring software for machine learning model serving; Software as a service (SAAS) services featuring software for machine learning model monitoring; Software as a service (SAAS) services featuring software for machine learning feature store; Software as a service (SAAS) services featuring software for machine learning vector store; Software as a service (SAAS) services featuring software for machine learning feature pipelines; Software as a service (SAAS) services featuring software for machine learning vector pipelines; Software as a service (SAAS) services featuring software for managed notebooks; Software engineering services for data processing