Databricks Courses

Unlocking Data Intelligence - A Beginner's Guide to Unity Catalog

Discover Unity Catalog fundamentals for secure data governance, access control, lineage tracking, and AI asset management in modern data stacks with open interoperability.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Unlocking the Databricks Marketplace - A Hands-On Guide for Data Consumers and Providers

Discover how to maximize value from Databricks Marketplace through hands-on demos covering data consumption, sharing, and private marketplace setup for both consumers and providers.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Taming the LLM Wild West - Unified Governance with Mosaic AI Gateway

Discover how to centrally govern and monitor LLMs across providers with Mosaic AI Gateway, streamlining access controls, compliance guardrails, and cost management for enterprise AI.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Breaking Up With Spark Versions - Client APIs, AI-Powered Automatic Updates, and Dependency Management

Discover how Databricks made Apache Spark versionless through stable client APIs, environment versioning, and AI-powered auto-upgrades for seamless dependency management.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Unlocking Access - Simplifying Identity Management at Scale With Databricks

Explore how Databricks simplifies enterprise identity management by integrating with IDPs, featuring automatic provisioning, externally managed groups, and PIM integration.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Databricks Apps - Turning Data and AI Into Practical, User-Friendly Applications

Explore Databricks Apps platform for building production-ready data and AI applications with RAG chat, interactive visualizations, and custom workflows to democratize AI across organizations.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

AI Meets SQL - Leverage GenAI at Scale to Enrich Your Data

Discover how to integrate AI/ML capabilities directly into SQL workflows, enabling natural language processing, sentiment analysis, and forecasting without complex infrastructure.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

How to Migrate from Teradata to Databricks SQL

Discover strategies for migrating legacy Teradata data warehouses to Databricks SQL, covering data type conversion, code transformation, validation, and AI-assisted migration tools.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Introducing Lakeflow - The Future of Data Engineering on Databricks

Discover Lakeflow, Databricks' unified solution for data engineering workflows featuring no-code ingestion, declarative pipelines, and end-to-end orchestration capabilities.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Intelligent Document Processing - Building AI, BI, and Analytics Systems on Unstructured Data

Unlock hidden value from unstructured enterprise data by building intelligent document processing workflows that transform PDFs, images, and documents into structured, analyzable data.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

AI/BI Genie - A Look Under the Hood of Everyone's Friendly, Neighborhood GenAI Product

Explore the architecture behind AI/BI Genie, uncovering how LLMs, RAG, and AI agents work together to deliver fast, accurate analytics responses in this technical deep dive.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Lakeflow Declarative Pipelines Integrations and Interoperability - Get Data From and to Anywhere

Discover how to integrate DLT with external systems for seamless data ingestion and delivery using new capabilities like DLT Sinks API and Python Data Source support.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

How to Migrate From Snowflake to Databricks SQL

Discover migration methodology, technical approaches, and automation tools for transitioning from Snowflake to Databricks SQL with real-world case studies and best practices.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Securely Deploying AI/BI to All Users in Your Enterprise

Master secure AI/BI deployment across your enterprise with best practices for Databricks account configuration, workspace setup, and authentication protocols for scalable access.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

MLflow 3.0 - AI and MLOps on Databricks

Explore MLflow 3.0 on Databricks to streamline ML lifecycle management from experimentation to production, covering tracking, evaluation, deployment, and generative AI applications.

• YouTube
• 48 minutes
• Self-Paced
• Free Video