Global Data Science Platform : Platform for AI Democratization
14:00 - 14:20
AI Democratization aims to enable Data Sciences to all employees and businesses at Rakuten.
To accomplish this goal, we need a Data Science Platform, that enables acceleration, adoption, and use of Data Sciences for building models and data science applications, providing fast and easy data access, scalable Hybrid Compute, and ML deployment.
We will be reviewing how Global Data Science Platform(GDSP) solves key pain points of Data Scientists, deep diving into the architecture, the design of key components and subsystems such as User/Team Management, Model Training Workbench, Scalable/Hybrid Compute and Storage, and On Demand Production Deployment and scaling.
Finally, we will demo GDSP's capabilities as a single platform for enabling business and users for all their Data Science and ML workflows.