Databricks Courses

Rewiring Your Business for AI - Strategies for Enterprise Transformation

Discover strategies for embracing AI's transformative potential in business. Learn to focus on future-oriented thinking, reimagining processes, scaling initiatives, and cultivating a visionary mindset for competitive advantage.

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

Leveraging LLMs for Email Processing in Customer Centres

Explore how LLMs revolutionize email processing in customer centers, enhancing classification, summarization, and response generation while seamlessly integrating with existing workflows.

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

Collaboration with Databricks Clean Rooms and Privacy-Enhancing Technologies

Explore Mastercard's innovative use of Databricks Clean Rooms for secure multi-party data collaboration, featuring privacy-enhancing technologies and automated solutions for modern data challenges.

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

AI-Powered FinTech - AR Forecasting with Databricks and MLFlow

Automate AR forecasting with CICD pipelines, Azure cloud, and MLflow. Learn to deploy infrastructure, ML notebooks, and monitoring dashboards for efficient financial predictions without prior cloud experience.

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

Building High-Quality and Trusted Data Products with Databricks

Learn to create production-ready, high-quality data products using Databricks. Explore lifecycle requirements, challenges, and best practices to establish a trustworthy foundation for AI and data-driven initiatives.

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

Unified Data and AI Governance - Accelerating Your Path to Unity Catalog

Accelerate digital transformation with unified data and AI governance using Unity Catalog. Learn how to manage platform objects, remove barriers, and achieve AI ambitions at enterprise scale.

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

Designing a Copilot for Data Transformation with Spark and SQL

Explore the design of an AI copilot for data transformation, focusing on unique challenges and solutions to enhance productivity. Includes demos and insights on LLM applications in programming.

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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video