Learn Databricks AI Agents | Build, Deploy & Evaluate on Databricks Platform

Tushar_Parekar — Fri, 25 Sep 2026 17:23:24 GMT

Databricks Training & Certifications

Learn Databricks AI Agents 🤖

Systems that reason, call tools, and take action - built on the Databricks Platform.

🤖 Agentic AI ⚡ Mosaic AI & Agent Bricks 🧠 Persistent memory

AI agents are systems that reason, plan, and take action on their own - calling tools, retrieving knowledge, and completing multi-step tasks. On Databricks you build, deploy, and evaluate them with Mosaic AI and Agent Bricks, all governed by Unity Catalog.

The catalog offers three AI Agents courses across two levels - from a free onboarding intro to hands-on Associate labs that give your agents durable memory. Follow the path below. 👇

1 Start here · Onboarding

Onboarding · 2H

Get Started with AI Agents on Databricks

Learn what agents are, how they differ from traditional AI systems, and their key components - then build, deploy, and evaluate your first agent with Mosaic AI and Agent Bricks through interactive demos and hands-on labs.

Free · Self-paced → Free · Instructor-led → Free · Mandarin (中文) →

Self-paced also available in English, 日本語, and 한국어.

2 Go deeper: Give your agents memory · Associate

Real agents need to remember - both within a conversation and across sessions. These hands-on courses use Lakebase as the persistence layer, with LangGraph checkpointers, MLflow tracing, and deployment as a Databricks App.

Associate · 4H

Building Persistent Memory for AI Agents with Lakebase

Give agents short-term and long-term memory with LangGraph's Checkpointer and Store, backed by Lakebase autoscaling. Build and test in notebooks, observe behavior through MLflow traces, and deploy a fully stateful agent as a Databricks App.

Free → Paid / Subscription · Lab →

Associate · 1H

AI Agents and Long-Term Memory on Lakebase

A focused, hands-on lab: distinguish the three memory categories, persist a LangGraph conversation with a checkpointer, resume a thread after a restart, and recall facts across threads with a semantic store.

Paid / Subscription · Lab →

Browse all AI Agents courses in the catalog →

Reason. Act. Remember. Learn to build AI agents the right way with official Databricks training.

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Learn Databricks AI Agents | Build, Deploy & Evaluate on Databricks Platform