Databricks Courses

Comprehensive Guide to Mosaic AI - Getting GenAI Apps to Production on Databricks

Explore Mosaic AI for efficient GenAI app development on Databricks. Learn design, maintenance, and integration techniques through practical demonstrations to streamline your AI projects.

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

Managing Cost for Data and AI Workloads with Databricks on AWS

Optimize data and AI workload costs on AWS using Databricks. Learn global usage tracking, value measurement, and governance practices to enhance efficiency and reduce operational expenses.

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

Streamline Real-Time Ingestion and Serving with DLT and Online Tables

Västtrafik improves public transport efficiency using near real-time data ingestion for its Travel Planner App. Learn how Delta Live Tables and Brickstore optimize low-latency pipelines, balancing cost and performance.

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

Meta's Open Approach with Llama - Leveraging the Llama Ecosystem for Generative AI

Explore Meta's open-source Llama ecosystem for building cutting-edge generative AI at scale, including latest models, access methods, safety components, and future possibilities.

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

Accelerating Operational Excellence with Generative AI - Implementing RAG for Customer Service Efficiency

Discover how a financial company implemented RAG to enhance customer service, exploring architecture, data pipelines, innovations, and optimization strategies for transforming operations with Generative AI.

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

Building Data Applications on Databricks in 20 Minutes

Learn to create data apps for non-technical users, enabling data-driven decisions. Explore rapid app development using Python frameworks, data access methods, security, governance, and production deployment on Databricks.

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

Default Storage - Fast Track to Databricks Data Intelligence Platform

Explore Databricks' Default Storage feature for seamless data management. Discover pre-configured storage, built-in security, and Unity Catalog integration for a comprehensive SaaS lakehouse experience with unified data access.

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

MLOps and AI Governance in Healthcare - Providence's Use Case

Providence's journey implementing MLOps and AI governance in healthcare, showcasing a robust framework for safe and equitable AI expansion, including model marketplace, deployment, and risk management.

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

Unlocking New AI Use Cases with Sharing - Secure Model Distribution and Deployment

Explore secure AI model sharing across organizations, accelerating training and deployment. Learn about Delta Sharing, Databricks Marketplace, and best practices from healthcare AI leader John Snow Labs.

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

Rise of the Medallion Mesh - Innovative Data Architecture Solutions

Explore innovative data architecture solutions combining Medallion and Data Mesh patterns to enhance productivity, democratize data access, and ensure scalable, efficient data management in large organizations.

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

Delta Sharing and Unity Catalog - Lessons Learned at T-Mobile

Insights on building a lakehouse, integrating data mesh with Unity Catalog and Delta Sharing, and enabling enterprise-wide data access while maintaining robust security at T-Mobile.

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

Introduction to Mosaic AI - Simplifying GenAI Development with Databricks

Explore Mosaic AI's tools for streamlining GenAI application development, deployment, and management. Learn best practices for efficient AI project creation on a secure Data Intelligence platform.

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

Predictive ML - How Unilever is Improving its Forecasting

Unilever's reusable predictive framework improves forecasting processes using ML models, enhancing manual predictions and filling gaps for various business metrics at different granularity levels.

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

LLM Evaluation: Auditing Fine-Tuned LLMs for Guaranteed Output Quality

Explore techniques for evaluating and improving fine-tuned LLMs, including quality metrics, hallucination detection, and automated monitoring, to ensure reliable performance in production environments.

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

Scaling MLOps to Retrain 50k Weekly Models in Parallel Using UDFs

Discover how to scale MLOps for high-frequency retraining of 50k models weekly using Databricks, MLflow, and Pandas UDFs. Learn best practices for experiment tracking, code consistency, and handling data volatility at scale.

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