Databricks Courses

PDF Document Ingestion Accelerator for GenAI Applications

Discover how to optimize PDF document ingestion for GenAI applications using Apache Spark, multi-threading, and structured streaming workflows to handle complex documents and tables.

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

A Japanese Mega-Bank's Journey to a Modern GenAI-Powered Governed Data Platform

Discover how SMBC transformed their banking data infrastructure using Azure/Databricks, migrating 20+ legacy systems to a modern GenAI-powered platform with Unity Catalog governance.

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

Optimizing EV Charging Experience - Machine Learning for Accurate Charge Time Estimation

Discover how Rivian built a scalable ML model improving EV charge time predictions by 10%, using Databricks tools to enhance real-time accuracy and user experience.

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

Incremental Iceberg Table Replication at Scale

Master incremental replication workflows for Apache Iceberg tables using Apache Spark, with practical guidance on managing replicated datasets and disaster recovery at scale.

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

From Largest to Best - How We Transformed Databricks' Biggest Workspace With Unity Catalog

Discover how Databricks transformed their largest workspace into a best-in-class lakehouse using Unity Catalog's lineage tracking and unified access management for ultimate governance automation.

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

Adobe's Security Lakehouse - OCSF, Data Efficiency and Threat Detection at Scale

Discover how Adobe built a sophisticated security lakehouse using Databricks and OCSF to process 10+ PB of data, achieving 18% faster queries and 99.4% SLA compliance for scalable threat detection.

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

Best Practices for Moving to Unity Catalog Managed Tables

Discover actionable strategies for transitioning to Unity Catalog managed tables, covering performance benefits, automatic upgrades, and streamlined data management operations.

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

Scaling Data Engineering Pipelines - Preparing Credit Card Transactions Data for Machine Learning

Discover how to build stable petabyte-scale data pipelines using Delta Lake and Workflows, achieving 80% faster queries and reducing processing time from months to days.

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

DSPy 3.0 and DSPy at Databricks

Discover DSPy 3.0's enhanced prompt optimization, finetuning capabilities, and MLflow integration for building production-ready AI systems with improved observability and performance.

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

How We Transformed Two Businesses With Databricks as the Cornerstone

Discover how Nasdaq transformed two business units from disjointed legacy systems to a unified modern financial data platform using Databricks as the foundation.

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

Databricks on Databricks - Transforming the Sales Experience using GenAI Agents at Scale

Discover how Databricks built a GenAI agent to transform sales operations for 4,000+ sellers, featuring live demos, architecture insights, and enterprise deployment strategies.

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

Intuit's Privacy-Safe Lending Marketplace - Leveraging Databricks Clean Rooms

Explore how Intuit builds secure lending marketplaces using Databricks Clean Rooms, enabling privacy-safe analytics and ML workflows across multiple partners and cloud providers.

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

Data Intelligence for Cybersecurity - Insights From SAP, Anvilogic, Capital One, and Wiz

Explore how leading companies transform cybersecurity operations using modern data intelligence, AI-powered detection, and scalable threat processing systems.

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

Innovating Retail Data - Unilever's Transformation with Databricks DLT

Discover how Unilever achieved $500K savings and 200-500% speed improvements using Databricks DLT for scalable, real-time retail data architecture transformation.

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

Unified Advanced Analytics - Integrating Power BI and Databricks Genie for Real-time Insights

Explore unified analytics by integrating Power BI with Databricks Genie for seamless, real-time business insights in a single interface through live demos and architecture comparisons.

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