The Hitchhiker's Guide to Kubernetes Platforms - Building AI Development Platforms
Embark on a celestial journey through the vast expanse of AI development with this engaging 26-minute conference talk from CNCF. Explore the galactic possibilities of building a robust, scalable, and secure cloud-native computing platform on top of Kubernetes for efficient AI model development. Discover how Bloomberg modularizes their Data Science Platform using distinctive APIs for multi-cluster deployment, version control, debugging, and resource management. Learn to construct a stellar cloud-native platform using open-source projects as guiding stars, with a focus on an ML inference platform implementation. Gain valuable insights and ideas for measuring the success of your universal cloud-native platform, all presented with fun drawings and cosmic analogies.