Databricks Courses

Delivering Domain-Specific LLMs with GPU Serving - Case of IFC MALENA

Explore IFC's AI journey: Scaling MALENA platform with Lakehouse, optimizing LLM serving, and leveraging GPU for enhanced performance in addressing global development challenges.

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

Delta Sharing - Unlocking Data Value for Partners and Customers

Explore Delta Sharing's capabilities for secure, flexible data exchange across organizations, featuring real-world applications from Nasdaq and Health Catalyst to drive innovation and value.

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

Data Modeling Made Simple: A Non-Technical Beginner's Guide

Learn to translate business models into actionable data models using a unique framework. Gain hands-on experience, templates, and best practices for streamlined setup and enhanced insights, ensuring adaptability and future-proofing.

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

Building a Secure and Scalable Cybersecurity Lakehouse - Rivian's Approach

Rivian's innovative cybersecurity lakehouse enables real-time, cross-team detections, automating response management. This scalable solution reduced implementation time and increased coverage, outperforming proprietary SIEM systems.

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

Extending Data Governance for AI Use with Collibra and Databricks

Explore strategies for extending data governance to AI systems, ensuring trust, compliance, and collaboration while integrating Collibra with Databricks Unity Catalog for tailored solutions.

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

Shell's Journey Towards Effective Data Governance with AI and Lakehouse

Shell's data strategy journey: Overcoming governance challenges with Unity Catalog, Data Mesh, and AI. Insights on aligning goals, identifying use cases, and scaling operations for data, analytics, and AI success.

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

Databricks Unity Catalog - Technical Deep Dive for Practitioners

Explore Unity Catalog's features for simplifying data, analytics, and AI governance across clouds. Learn best practices and gain hands-on experience through expert-guided demonstrations.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Apache XTable - Interoperability Among Lakehouse Table Formats

Explore XTable, an open-source project enabling interoperability between lakehouse table formats like Hudi, Delta Lake, and Iceberg, simplifying data management and enhancing flexibility in cloud storage environments.

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

Delta Kernel - Anatomy of a Delta Lake Connector

Explore Delta Kernel project for simplified Delta Lake connector creation. Learn architectural decisions, engineering considerations, and community usage in this informative session.

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

Cloud-Based Generative AI Supporting Preliminary Engineering Design

Optimize engineering design with cloud-based generative AI. Learn how Rolls-Royce and Databricks reduced cGAN training time by 30x using distributed computing, MLflow, and Unity Catalog for aerospace compliance.

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

Introducing Data Intelligence to Delta Lake with DatabricksIQ

Explore DatabricksIQ's AI-powered optimizations for Delta Lake tables, including Predictive Optimization and Liquid Clustering, to enhance performance and efficiency without manual tuning.

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

Transforming SiriusXM into a Data Lakehouse Architecture

SiriusXM's journey to a unified data platform with Databricks, streamlining operations, enhancing innovation, and improving consumer experience through centralized data management and advanced analytics capabilities.

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

Simplify GenAI App Development with Secure, Custom AI Agents

Explore best practices for managing AI model lifecycles, focusing on governance, monitoring, and performance tracking. Learn to optimize model delivery while ensuring compliance and accountability.

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

Safe, Concise, Performant Code with the Scala Programming Language

Discover Scala's unique blend of conciseness and performance. This talk explores how Scala combines elegance with scalability, from simple REPL one-liners to complex real-world applications.

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

From Generic to Genius - Fine-Tuning LLMs with Precision and Speed

Discover how to fine-tune LLMs for your business needs, leveraging Databricks' Mosaic AI capabilities to create personalized models with improved speed, cost-efficiency, and data privacy.

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