Databricks Courses

Introduction to DBRX and Shutterstock ImageAI Foundation Models

Explore Databricks' foundational models like DBRX, their capabilities, and applications. Learn to leverage these models for enhanced data analytics and machine learning projects across industries.

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

Methods for Evaluating Your GenAI Application Quality

Explore comprehensive tools for evaluating GenAI applications, including inference tables, Lakehouse Monitoring, and MLflow. Learn best practices for offline and real-time quality assurance in production environments.

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

Streaming Cross-Sectional Data Visualization with Perspective and Spark

Explore real-time data visualization using Perspective and Spark Streaming. Learn to build high-performance, interactive applications for analyzing streaming data in various industries.

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

LLM-Powered BI: Turn Unstructured Data into Actionable Insights

Discover how The Jordan Company modernized its business with AI and Databricks, enabling self-service data analysis and automating tasks like term sheet summarizations for improved capital markets decision-making.

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

Using Lakehouse for Life-Changing Outcomes in Manufacturing and Life Sciences

Explore how Lifeblood leverages data engineering, IoT, and manufacturing to innovate in clinical blood component processing, featuring scalable solutions, real-time insights, and data governance strategies.

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

Processing a Trillion Rows Per Day with Delta Lake at Adobe

Scaling data processing at Adobe: managing thousands of Delta tables, handling terabytes daily, and powering marketing scenarios across platforms. Insights on writer scaling, concurrency control, and maintenance.

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

SQL Programming on Databricks - Advanced Features and Future Roadmap

Explore advanced SQL features in Databricks, including GROUP BY ALL and EXECUTE IMMEDIATE, to tackle complex scenarios efficiently. Preview upcoming SQL programming enhancements.

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

Supercharging AI Training with Mosaic Streaming and Lance Columnar Format

Explore innovative data infrastructure for efficient AI model training, featuring Mosaic StreamingDataset and Lance columnar format for improved performance and cost-effectiveness in large-scale datasets.

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

Software 2.0 - Shipping LLMs with New Knowledge

Explore building differentiated LLMs through new knowledge integration, focusing on training methods beyond prompting. Learn about Lamini, an all-in-one stack simplifying LLM development for software engineers.

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

Confidential Computing in Azure Databricks

Explore Azure Databricks' integration with Confidential Computing, enhancing data security through hardware-based trusted execution environments and advanced VM features, with insights on future developments.

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

Unit Tests - Overcoming Challenges in Structured Streaming

Discover effective strategies for unit testing streaming jobs, addressing challenges like long-running processes and third-party dependencies to improve data quality and code reliability.

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

Path to Production - Databricks Project CICD for Seamless Inner to Outer Dev Loops

Explore Databricks Asset Bundles for seamless project development, from inner to outer loops. Learn workflow authoring and productionization using Github Actions and Azure Pipelines, adhering to DevOps best practices.

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

Unity Catalog Migration in Europe's Top Supermarket Chain

Explore a leading European retailer's transition to Unity Catalog, addressing challenges and strategies for large-scale migration while maintaining operational continuity and enhancing data governance.

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

Transforming Childcare with a Modern Data Stack - Minnesota DHS, Databricks and dbt

Modernizing childcare data management: MN DHS implements Databricks and dbt Cloud to overcome challenges, create business solutions, and improve public sector services through advanced analytics and data architecture.

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

Ensuring GDPR Compliance for Real-Time Data Pipelines

Strategies for GDPR compliance in real-time data pipelines using Databricks tools. Covers immediate solutions with Delta Lake's CDF and long-term plans for PII separation, offering practical privacy compliance approaches.

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