Databricks Courses

Best Practices for Architecting Data Collaboration At-Scale Across Clouds, Regions, and Platforms

Explore best practices for large-scale data collaboration using Delta Sharing, covering replication strategies, security measures, D2O integration, and AI model sharing benefits across diverse platforms.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Microsoft Fabric and Databricks for Multi-Cloud Analytics - Best of Both Worlds

Explore leveraging Microsoft Fabric and Databricks for multi-cloud analytics, combining centralized data capabilities with cloud-agnostic processing for optimal enterprise data strategies.

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

Automating Regulatory-Compliant Data Handling in Finance - A Case Study

Implementación de un modelo de gestión de datos conforme a regulaciones en el sector financiero, utilizando Databricks y AWS para automatizar el acceso y permisos basados en el principio de necesidad.

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

Delta Lake 4.0 and Beyond - New Features and Future Developments

Explore the latest features of Delta Lake 4.0, the unified storage layer for data lakehouses, and get insights into its future developments from Databricks experts.

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

Introducing Databricks' New Native Ingestion Connectors

Explore Databricks' new native ingestion connectors for SaaS apps, databases, and file sources. Learn about auto-optimized, low-maintenance solutions integrated with Data Intelligence Platform features.

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

PepsiCo's Low-Code Global Data Platform Powered by Unity Catalog

Explore PepsiCo's data revolution using Unity Catalog, enhancing security, governance, and efficiency. Learn how this global platform streamlines data processes across multiple digital products and business units.

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

Automating Spark Upgrades and Migrations at Netflix

Learn techniques for automating Apache Spark upgrades and migrations, including open-source tools for code rewriting, production testing, and job tracking. Discover strategies for seamless upgrades and pipeline validation.

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

A Practical Introduction to Machine Learning with Databricks Mosaic AI

Explore Databricks' real-time inference capabilities for AI models, featuring strategies for deploying APIs and leveraging feature serving for instant data processing and decision-making.

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

Databricks Vector Search - What, Why and How

Explore Databricks Vector Search for enhancing GenAI applications with semantic search capabilities, addressing challenges in scalability, accuracy, and production deployment.

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

How to Migrate from Snowflake to an Open Data Lakehouse Using Delta Lake UniForm

Explore Delta Lake UniForm's ability to create a single data set accessible across multiple open table formats, enhancing data lakehouse architecture efficiency and flexibility.

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

Attribute-Based Access Controls in Unity Catalog - Building a Scalable Access Management Framework

Explore advanced access control in Databricks Unity Catalog: ABAC, RBAC, row filtering, and column masking for scalable, fine-grained data security and compliance management.

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

Near Realtime Model Serving with Databricks Serverless - Albertsons Case Study

Explore near real-time model serving for pricing analytics using Databricks serverless compute. Learn framework development, performance optimization, and cost-effective scaling techniques.

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

Introducing the Databricks AI Security Framework (DASF) to Manage AI Security Risks

Explore robust AI security guidelines for secure ML and AI application deployment. Learn about the Databricks AI Security Framework and gain tools to test Databricks deployments for AI security.

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

How to Efficiently Scale Your Data Analytics Team with Databricks

Organizational framework for scaling data teams efficiently, focusing on role clarity, centralization vs. decentralization, data as products, governance, and leveraging Databricks for unified analytics.

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

Accelerating LLM Inference with vLLM

Explore vLLM, an open-source engine for LLM inference, offering state-of-the-art performance. Learn about paged attention, continuous batching, and new innovations like Speculative Decoding and Prefix Caching.

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