Modern Data Platforms for AI

In this 3-hour course, you’ll learn how to design reliable, AI-ready data platforms that survive schema changes, drift, and shifting upstream sources while keeping analytics and ML moving.
From root-cause patterns of ML failure to building an open Iceberg lakehouse and a hands-on Snowflake agent app, the course couples durable AWS practices with practical tools like Dremio and Streamlit.