Databricks Courses

Lessons Learned from Migrating the Largest Immunization Analytics Platform

Insights from migrating a massive immunization registry to Databricks, covering data understanding, file structure impact, compute requirements, and workflow optimization for healthcare analytics.

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

Implementing the Lakehouse - From BI to AI in Banking

Discover how ABN AMRO built a unified data and AI platform using Databricks, enabling scalable data engineering and AI while ensuring regulatory compliance in banking.

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

Learning New Tricks: Unilever's Dive into Unity Catalog

Explore Unilever's journey with Unity Catalog, including challenges faced, production-ready tooling, and new possibilities like Lakehouse Federation and Delta Sharing.

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

Building a Trusted Data Foundation for AI on Databricks

Modernize data engineering for AI with Qlik's integration of Databricks AI Functions, automating real-time data pipelines to enhance AI-driven analysis and ML model development on the Databricks platform.

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

Solving Optimization Problems on Databricks for the Ad Industry

Explore scalable optimization techniques for ad industry using Databricks. Learn algorithms and tuning methods to process data efficiently and solve large-scale problems while integrating with existing infrastructure.

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

Delta Sharing - Open Protocol for Secure Data Sharing

Explore Delta Sharing, an open standard for secure data exchange. Learn its principles, Oracle's implementation, and ecosystem developments for seamless, scalable, and governed data sharing.

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

Destination Data: Unpacking Traveler Insights with LLMs

Explore how LLMs revolutionize travel survey analysis, unlocking deeper insights from free-text responses to enhance visitor experiences and inform strategic decision-making in the tourism industry.

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

Revolutionizing Data Analysis - The Shift to Databricks and AtScale

Discover how Corning transformed data analysis using Databricks and AtScale, enhancing scalability, OLAP capabilities, and Excel integration for improved insights and decision-making.

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

Scaling RAG and Embedding Computations with Ray and Pinecone

Learn to efficiently scale retrieval augmented generation using Ray Data and Pinecone, enabling rapid embedding generation for LLM applications with distributed processing and vector database integration.

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

Deep Dive into Delta Lake and UniForm on Databricks

Explore Delta Lake's architecture, innovations, and use cases for reliable data lake management. Learn how it enhances performance, governance, and quality across various industries.

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

Growing AI/ML Maturity and Adoption - It Takes a Village

Bridgestone's data science journey: transitioning to cloud, overcoming challenges, and leveraging partnerships to implement AI/ML solutions across various business areas.

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

Databricks SQL - Addressing Data Warehousing Challenges with Data Intelligence

Explore AI-powered data warehousing with Databricks SQL, addressing performance, governance, and usability challenges through intelligent data understanding and innovative features like natural language queries.

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

GenAI-Powered Media Dynamics: Leveraging LLMs for Personalized Content Engagement

Explore Fox's innovative use of custom LLMs for personalized media content, including video transcription insights, semantic search, and curated recommendations, revolutionizing digital engagement.

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

Transforming Data Silos into an Information Hub with Databricks - Royal Caribbean Case Study

Royal Caribbean's journey to centralize data and AI capabilities using Databricks, creating an Information Hub for personalized experiences, business insights, and digital innovation while reducing costs.

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

Data Productivity at Scale - Improving Data Pipeline Development with SQLMesh

Explore SQLMesh, an open-source project revolutionizing data pipeline development with virtual environments, automatic contracts, and accurate change previews for improved efficiency and reliability.

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