March 2027
Intermediate to advanced
450 pages
4h 26m
English
book
Generative AI Solutions with Databricks
by Alan L. Dennis, Mahesh Das, Vipul Choudhary, Thomas Hart
Content preview from Generative AI Solutions with Databricks
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Chapter 1. Databricks Data Intelligence Platform Components for AI Solutions
This chapter will introduce you to the foundational components of the Databricks Data Intelligence Platform and explain how they integrate to provide an end-to-end environment for building, deploying, and managing cutting-edge generative AI solutions. We will delve into key services like Delta Lake, Unity Catalog, Databricks SQL & Photon, Databricks Machine Learning (including MLflow and Mosiac AI), Databricks Workflows & Delta Live Tables (DLT), and Databricks Lakehouse Monitoring. As we explore each, we will highlight their individual roles and collective synergy in accelerating your AI development journey.
Upon completing this chapter, you will be able to:
Understand the core components of the Databricks Data Intelligence Platform: This includes a foundational understanding of the Lakehouse architecture, Unity Catalog for governance, and the collaborative workspace environment.
Learn how each component contributes ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.