Data Artifacts & Metadata Management

Wed, 28 Jan 2026 00:00:00 +0000

Introduction to Data Artifacts & Metadata Management

Welcome back, future MLOps wizard! In our previous chapters, we set up our environment and got a taste of how Meta AI’s powerful new library, let’s call it MetaMLFlow (a hypothetical name for Meta’s open-source dataset management library), helps us organize our datasets. But what happens after you’ve prepared your data? How do you keep track of different versions, transformations, and the models trained on them? That’s where Data Artifacts & Metadata Management comes in!

Data Governance and Security with Unity Catalog

Fri, 19 Dec 2025 00:00:00 +0000

Introduction to Unity Catalog: Your Data’s Guardian

Welcome to Chapter 9! So far, you’ve mastered the art of processing data, building pipelines, and optimizing queries on Databricks. That’s fantastic! But imagine building a magnificent data castle without proper security or a clear map of its rooms and treasures. That’s where data governance and security come in, and on Databricks, the knight in shining armor for this task is Unity Catalog.

Metadata Management on AI VOID

Data Artifacts & Metadata Management

Introduction to Data Artifacts & Metadata Management

Data Governance and Security with Unity Catalog

Introduction to Unity Catalog: Your Data’s Guardian