Module 23 · Applied

Serving BI, ML & AI

One copy of data for dashboards, machine learning and AI applications.

In plain words

The same lakehouse tables feed dashboards, machine-learning models and AI assistants. This module shows what each of those needs from the data, and how one copy can serve them all.

Helps to take first

Medallion architecture

Words you'll meet

OLAP Query engine Medallion architecture

This module is in production

Here's what it will cover.

Centrepiece

Route BI, ML training and a RAG app to the same gold tables and see which serving layer each needs

You will understand

Semantic layers and BI acceleration
Feature pipelines and training data
Unstructured data and vector search alongside tables

Formats

Build & connectAnimated infographicCheckpoints