Databricks Courses

Building GenAI-Powered Solutions Using Mosaic ML, DBRX LLM and LLMOps

Explore LLMs and Generative AI's potential to revolutionize industries. Learn about Databricks Mosaic ML Training Platform, DBRX models, and LLMOps for streamlined AI adoption and innovation in healthcare and insurance.

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

Simplify GenAI App Development with Secure, Custom AI Agents

Explore best practices for managing AI model lifecycles, focusing on governance, monitoring, and performance tracking to ensure compliance and optimize delivery in production environments.

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

Databricks Serverless Security - Serverless Compute Isolation

Explore Databricks' serverless compute isolation techniques, including defense-in-depth strategies and multi-layered security measures to minimize risks in the intelligent data warehouse environment.

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

Bringing Satellite Data Down to Earth - Challenges and Opportunities

Explore the integration of satellite data with enterprise systems, unlocking new insights through earth observation and AI. Learn about challenges, opportunities, and use cases in this emerging field.

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

Building an AI Assistant for BI - The Good, the Bad, and the Ugly

Explore challenges and lessons learned in developing AI-powered assistants for data visualization, addressing unique issues in business intelligence workflows and data exploration.

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

Data Observability for Non-Technical Teams - Eliminating Broken Dashboards

Explore data observability's role in enhancing data pipeline reliability for non-technical teams, enabling seamless analytics and preventing dashboard failures.

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

Version Control for Lakehouse Architecture - Essential Practices and Benefits

Discover how to implement data version control using lakeFS for improved data quality, reproducibility, and experimentation in Databricks data/ML pipelines, enhancing overall product value.

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

Streaming Data Enrichment and Analysis with Redpanda, CDC, and Python

Explore real-time data enrichment using streaming platforms, Debezium for CDC, and Python-based ML for sentiment analysis. Learn strategies for data aggregation and visualization in modern streaming architectures.

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

Building a Multimodal Data Lakehouse with the Daft Distributed Python Dataframe

Explore Daft, a next-gen distributed query engine for processing multimodal data at scale. Learn to build a multimodal data lakehouse using familiar dataframe interfaces on existing infrastructure.

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

Advanced Experiment Tracking for LLM-Powered Applications with Customized Open-Source MLFlow

Discover Intuit's use of open-source MLFlow for enhancing ML models and LLM applications through experiment tracking, reproducibility, model lineage, and streamlined review workflows.

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

Data-Driven Transformation Challenges - Successful AI Innovation Strategies

Unveiling hidden obstacles in digital innovation, focusing on AI implementation, data governance, and business value creation through real-world case studies and proven strategies.

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

Reduce Spend and Turbocharge Databricks Performance with Cognizant and Partners

Optimize Databricks costs and performance with Cognizant's strategies. Learn how a logistics client reduced spend by 70% while accelerating AI investments, enabling better budget control and workload efficiency.

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

Optimizing Lakehouse Architecture Costs with Intel Software and Databricks

Enhance large-scale data processing for AI with autonomous CPU optimization, cost-effective resource management, improved scalability, and streamlined Spark operations using Intel's solutions for Databricks Data Intelligence Platform.

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

Building the World's Largest RAG for Knowledge Management at CVS Health

Explore CVS Health's innovative approach to building a large-scale RAG system for unified knowledge management, addressing challenges and strategies for implementing enterprise-wide information access.

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

Generative AI - The Trust Factor We Can't Ignore

Explore the critical role of trust in Generative AI adoption, focusing on ethical principles, data governance, and security. Learn how Databricks' tools enable responsible AI development and implementation.

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