Databricks Courses

Production Data Applications for AI-Driven Observability

Explore AI-driven observability in Databricks' Data Intelligence Platform. Learn to create scalable apps with Plotly Dash, enabling non-technical users to manage workflows and leverage LLMs for data analysis.

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

Upgrading to Unity Catalog with Ease Using UCX

Optimize Unity Catalog upgrades with UCX: Minimize disruptions, reduce complexity, and automate tasks. Learn installation, risk assessment, and key component automation for a streamlined process.

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

SciCLOps - Databricks Quick Start for Machine Learning with DABs

Discover how SciCLOps, powered by Databricks Asset Bundles, streamlines ML workflows, enhances standardization, and accelerates onboarding and production time for data teams across engineering, science, and analytics.

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

Mitigating LLM Hallucination Risk Through Research-Backed Metrics

Explore ChainPoll methodology for evaluating LLM outputs, focusing on RAG and fine-tuning. Learn research-backed metrics, evaluation frameworks, and practical guardrails to mitigate hallucinations in AI applications.

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

Scaling Marketing and Docs with a Privacy-Safe RAG Model

Unlock unstructured data's value using LLMs while ensuring privacy. Learn how Skyflow developed a privacy-safe RAG model for marketing and documentation, leveraging Databricks, Streamlit, and open-source tools.

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

Semi-Structured Communication Data with Delta Lake and Microservices

Efficient storage and management of semi-structured communication data for eDiscovery using Delta Lake and microservices, enabling effective querying and analysis for legal processes.

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

The Journey to Operational Data Quality with Contractual Data Assets

Explore Abercrombie & Fitch's journey to proactive data management using contractual data assets, resulting in improved accountability and transparency across the organization.

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

Enhancing Enterprise Trusted Data Governance - Integrating Informatica IDMC with Databricks Unity Catalog

Discover how integrating Informatica IDMC with Databricks Unity Catalog enhances data governance, enabling comprehensive metadata management, lineage tracking, and policy enforcement across enterprise data ecosystems.

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

Fine-Tuning Open Source Models for AI Agents

Optimize open source LLMs for AI agents: Learn best practices for fine-tuning models in retrieval, chat, planning, and function calling to create domain-specific assistants and application copilots.

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

Drastically Reducing Processing Costs with Delta Lake

Optimize data pipelines using Delta Lake features on Databricks. Learn techniques to address read-write amplification, improve performance, and reduce costs in large-scale data processing.

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

RAGs to Data Riches - Talking to Your Enterprise Data

Explore enterprise-grade RAG solutions with Databricks, featuring Unity Catalog integration, security measures, and seamless Microsoft Copilot integration for enhanced data value extraction.

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

Data Utility Architecture - A Lakehouse Serving the Whole Enterprise

Explore Data Utility Architecture: unifying enterprise data with Lakehouse technology. Learn how this approach simplifies data management, breaks down silos, and serves diverse needs across organizations.

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

Enterprise-Grade Security and Compliance on the Databricks Data Intelligence Platform

Explore Databricks' latest security features for protecting sensitive data, including best practices for configuring DBSQL Serverless, Unity Catalog, and Mosaic AI at enterprise scale.

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

Building Your First GenAI App Using Databricks, MosaicML and MLRun

Learn to implement, scale, and manage GenAI applications using Databricks, MosaicAI, and MLRun. Explore MLOps best practices, CI/CD automation, and GPU optimization for enterprise-level AI deployment.

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

Dependency Management in Spark Connect - Simple, Isolated, Powerful

Explore Spark Connect's new session-based dependency management system for dynamic updates and isolation in distributed computing, with practical examples for Python and Scala applications.

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