Session Outline
In this talk at the Data Innovation Summit 2024, we have Valdas Maksimavicius and Vigin George from If Insurance! In their session, you will learn how to establish and scale a cloud-based data & analytics platform used by hundreds of users and teams distributed across the company. The key platform components are Databricks, Azure, and Kubernetes.
Key Takeaways
- Journey towards establishing AI strategy, principles and technical capabilities to enable users across If to build and host AI solutions
- The principles of infrastructure deployments, user onboarding, cost allocation, access management and other aspects of governance to treat Azure and Databricks as a company-wide platform
- Building a Kubernetes-based ML model deployment for efficiency and scalability. Glimpse into deployment, automatic scaling, model versioning, and integrating MLOps strategies to ensure continuous integration and delivery of ML models.
