Databricks Courses

Insights from Building Enterprise-Grade ML Experiences at Asana

Discover key learnings from Asana's journey in developing and deploying machine learning features for millions of users, covering modeling, monitoring, scaling, and leveraging Databricks for data science solutions.

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

Harmonizing Data Horizons - A Unified Databricks Data Lake Journey

Explore ProSiebenSat1's journey to a unified data lake using Databricks, overcoming challenges in migration, governance, and scalability for BI and AI use cases across diverse systems.

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

Empowering Marketing through Data Sharing with Twilio Segment and Databricks

Explore real-time data pipelines and customer data platforms to enhance marketing capabilities, drive customer behavior, and deliver actionable insights for improved customer experiences.

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

Accelerating GenAI to Production with Neo4j and Databricks

Discover how Neo4j knowledge graphs enhance GenAI accuracy through GraphRAG, offering superior context for LLMs. Learn to build graphs from Databricks data for improved AI experiences and business solutions.

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

Driving Transformative Analytics with Domo's Integration in Databricks

Explore the synergy between Domo and Databricks, unlocking data interoperability and accelerating business intelligence through scalable data processing and AI/ML capabilities.

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

Scaling Video Ad Classification Across Millions of Classes with GenAI

Innovative approach combining LLMs and ML for video ad classification, achieving 15% accuracy uplift and scalability to millions of product classes. Enhances real-time insights for ad-intel company Vivvix.

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

Building Enterprise-Grade GenAI Apps with MLflow and Vector Search

Explore enterprise-grade GenAI app development using MLflow and Vector Search, focusing on data protection, AI deployment challenges, and leveraging proprietary information securely with Databricks tools.

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

Empowering Centralized Data Governance with Unity Catalog - Comcast Case Study

Discover how Comcast leverages Unity Catalog for robust data governance, enabling fine-grained access control, data lineage, and improved collaboration across teams while maintaining agility.

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

Sparking Real-World Data Connectivity Through Datavant and Databricks

Explore how Datavant and Databricks revolutionize health data sharing, enhancing medical research and patient care through privacy-preserving technology and improved data connectivity.

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

Bringing Text-to-SQL to Business Intelligence Production in Large Enterprises

Explore Text-to-SQL implementation in large enterprises, focusing on model selection, fine-tuning, and performance optimization for accurate natural language querying in business intelligence contexts.

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

Latest Advancements in MLflow

Explore recent MLflow features, including GenAI additions, and learn how to optimize machine learning workflows with practical examples and best practices for implementation.

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

Securely Running Databricks on AWS for Public Sector and Regulated Industries

Explore secure Databricks deployment on AWS for regulated industries, covering compliance, encryption, data governance, and workflow orchestration for stringent security requirements.

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

What's Next for the Upcoming Apache Spark 4.0

Explore key enhancements in Apache Spark 4.0: Spark Connect, Structured Logging, PySpark updates, expanded SQL capabilities, improved connectivity, and real-time data processing advancements for optimized analytics.

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

Data Visualization Excellence: Tableau's Edge with Delta Sharing and Roadmap

Explore Tableau's innovations for Lakehouse analysis, including Delta Sharing connector and AI-driven insights. Learn about secure data visualization and future developments in this expert-led session.

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

Architecture Explained: Generative AI-Based Complex Data Processing

Explore interoperability between Databricks and AWS for generative AI, covering intelligent document processing, real-time and batch processing patterns, and a live demo of end-to-end offerings.

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