Databricks Courses

Real-time Omnichannel Banking with Delta Live Tables, Databricks SQL and PowerBI

Explore real-time analytics in banking using Delta Live Tables, showcasing Navy Federal's approach to member personalization, data quality, and scalable pipelines for omnichannel experiences.

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

Make Generative AI Work - Best Practices from Data Leaders

Data leaders discuss implementing generative AI, sharing real-world experiences, challenges, and strategies. Learn to bridge the gap from concept to deployment, break down data silos, and build a data culture embracing AI's transformative power.

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

Crafting Domain Specific Large Language Models with Enterprise Data

Explore practical considerations, trade-offs, and lifecycle of customizing large language models for enterprise use, from initial assessment to improvements and bug fixes.

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

Databricks' Journey - Driving Business Transformation with Data and GenAI

Explore Databricks' strategic use of Data Intelligence Platform and GenAI for business transformation, featuring real-world examples, challenges, and actionable insights for data-driven success.

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

AutoFeedback - Scaling Human Feedback with Custom Evaluation Models

Discover how AutoFeedback combines human and model-based evaluation to improve LLM output assessment, reducing costs and enhancing efficiency while maintaining accuracy and transparency.

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

Petabyte-Scale Data Management with Mercedes, Databricks SQL and Plotly Resampler

Efficient solution for managing petabytes of data using serverless SQL warehouses, combining Mercedes' tech with Databricks Platform and Plotly Resampler for high-performance analytics and real-time insights.

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

New Features of Apache Spark 3.5 - In-Depth Analysis

Explore Apache Spark 3.5's advancements: Spark Connect, DeepSpeed integration, performance optimizations, new PySpark and SQL features for enhanced big data processing and AI capabilities.

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

Building File-Based Applications with Unity Catalog Volumes

Discover Unity Catalog Volumes for managing diverse data formats, enabling scalable file-based applications with unified governance and versatile APIs for AI and ingestion use cases.

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

Data Sharing and Collaboration Advancements in Databricks

Explore Databricks' latest advancements in secure data sharing, including AI model sharing, volume sharing, and industry-specific solutions for enhanced collaboration and innovation.

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

Blueprint - How Unilever Utilizes Metadata to Power its Lakehouse

Unilever's Blueprint framework revolutionizes Lakehouse management, enhancing self-service engineering, reusability, and operational transparency while serving 3,000+ users and significantly boosting development speed.

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

How DLT Stretched CDC Capabilities and Kept ETL Limber at Hinge Health

Explore how Hinge Health optimized CDC architecture using Delta Live Tables, enhancing data reliability and scalability for their digital MSK clinic while reducing costs and meeting SLAs.

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

Pandas on Spark - Simplicity of Pandas with Efficiency of Spark

Learn to scale data processing using Pandas API on Spark, combining pandas' simplicity with Spark's distributed computing power for handling large datasets efficiently.

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

Unity Catalog - Democratizing Data Governance for CNHi

Explore CNHi's data governance transformation using Databricks Unity Catalog, enabling centralized management, policy enforcement, and improved data access for 50,000 employees across six regions.

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

Effective Lakehouse Streaming with Delta Lake

Discover the power of streaming lakehouse architecture, achieving success at scale with Delta Lake as the key to a consistent data foundation and stress-free data ecosystem.

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

Neuralake - Complex Data, Simple Systems

Explore Neuralake: a multimodal data lake for managing complex neural data. Learn about its Rust-based stack, real-time ingestion, and scalable architecture for efficient data access and retrieval.

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