Databricks Courses

Tools for Improving the Developer Experience in Databricks

Discover time-saving tools for Databricks ecosystem development: SDKs, CLI, Asset Bundles, and VS Code integration. Streamline your workflow from development to production.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Vector Search Over Complex Semi-Structured Data

Explore production-grade vector search systems combining unstructured and structured data, with focus on user objectives and feedback loops for improved results in various applications.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Modernizing Data Pipelines with Databricks - IAS Journey

Discover how IAS modernized data pipelines using Databricks, migrating from Airflow to Workflows, implementing Data Mesh, and leveraging Unity Catalog for seamless data sharing and improved decision-making.

• YouTube
• 32 minutes
• On-Demand
• Free Video

GenAI Pipelines: From Data Exploration to Prototype to Production

Explore building GenAI data pipelines using PyAirbyte and ELTP framework. Learn efficient data sourcing, prototype-to-production steps, and strategies for managing LLM documents in the GenAI era.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Unlocking Data Value - 84.51°'s Journey with Databricks Unity Catalog

Explore 84.51°'s implementation of Databricks Unity Catalog, enhancing data governance, domain design, and composable architecture for Kroger's retail data science initiatives.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Unlock Data and AI Potential with a Fully Orchestrated Health Lakehouse

Explore how a modern healthcare data lakehouse integrates diverse data sources, leveraging AI and orchestration for improved patient care, risk management, and clinical decision support.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Building a State-of-the-Art Open-Source Model - DBRX Development Story

Discover the journey behind DBRX, Databricks' open-source foundation model. Learn tools, methods, and insights for building high-quality LLMs, with real-world examples and best practices from the development team.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Insights from Building Enterprise-Grade ML Experiences at Asana

Discover key learnings from Asana's journey in developing and deploying machine learning features for millions of users, covering modeling, monitoring, scaling, and leveraging Databricks for data science solutions.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Harmonizing Data Horizons - A Unified Databricks Data Lake Journey

Explore ProSiebenSat1's journey to a unified data lake using Databricks, overcoming challenges in migration, governance, and scalability for BI and AI use cases across diverse systems.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Empowering Marketing through Data Sharing with Twilio Segment and Databricks

Explore real-time data pipelines and customer data platforms to enhance marketing capabilities, drive customer behavior, and deliver actionable insights for improved customer experiences.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Accelerating GenAI to Production with Neo4j and Databricks

Discover how Neo4j knowledge graphs enhance GenAI accuracy through GraphRAG, offering superior context for LLMs. Learn to build graphs from Databricks data for improved AI experiences and business solutions.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Driving Transformative Analytics with Domo's Integration in Databricks

Explore the synergy between Domo and Databricks, unlocking data interoperability and accelerating business intelligence through scalable data processing and AI/ML capabilities.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Scaling Video Ad Classification Across Millions of Classes with GenAI

Innovative approach combining LLMs and ML for video ad classification, achieving 15% accuracy uplift and scalability to millions of product classes. Enhances real-time insights for ad-intel company Vivvix.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Building Enterprise-Grade GenAI Apps with MLflow and Vector Search

Explore enterprise-grade GenAI app development using MLflow and Vector Search, focusing on data protection, AI deployment challenges, and leveraging proprietary information securely with Databricks tools.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Empowering Centralized Data Governance with Unity Catalog - Comcast Case Study

Discover how Comcast leverages Unity Catalog for robust data governance, enabling fine-grained access control, data lineage, and improved collaboration across teams while maintaining agility.

• YouTube
• 41 minutes
• On-Demand
• Free Video