Databricks Courses

Creating a Data and GenAI Ecosystem - Migrating to Databricks

Gerdau's journey to create a flexible, simplified Data and GenAI ecosystem using Databricks, resulting in cost reduction, tool consolidation, and improved governance for the steel industry.

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

Data Engineering on the Data Intelligence Platform - A Comprehensive Guide

Explore data engineering on Databricks' platform: ingest, transform, and orchestrate data at scale. Learn about streaming pipelines, data quality, and AI-powered tools for real-time insights.

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

SEA-LION - Representing Diverse Southeast Asian Languages with Large Language Models

Explore SEA-LION, an open-source LLM tailored for Southeast Asian languages. Learn about its design, tokenization for regional dialects, cost-effectiveness, and potential applications in this culturally diverse region.

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

Innovating for Sustainable Future - Williams' Journey with NextGen Gas

Explore how Williams & Wipro's NextGen Gas solution leverages Data Lakehouse, AI, and satellite imagery to reduce emissions, improve reporting, and generate revenue while meeting customer climate demands.

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

Introduction to Vector Search on Databricks

Explore vector search integration in Databricks for enhanced data retrieval. Learn fundamentals, implementation, optimization, and real-world applications to transform your data processes.

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

From Uncertainty to Certainty: Strategies for Deterministic LLMOps

Explore strategies for implementing deterministic approaches in LLM operations, focusing on assessment, evaluation, and refinement to enhance reliability and stakeholder trust in AI applications.

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

Exploring MLOps and LLMOps - Architectures and Best Practices

Dive into MLOps and LLMOps architectures, components, and best practices. Learn strategies for efficient implementation and improved model performance in this comprehensive technical session.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

CDEROne Data Lakehouse for Efficient AI and Data Governance

Plataforma unificada de datos que optimiza procesos de la FDA, integra IA/ML, y mejora la gestión y gobernanza de datos para agilizar la revisión y aprobación de medicamentos.

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

What's Wrong with the Medallion Architecture? - Analyzing Data Curation Stages in Lakehouses

Explore data curation stages in lakehouses, analyzing schema evolution, cleansing, validation, and modeling techniques. Learn practical insights for designing optimal data platforms.

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

Databricks Workflows: Practical How-Tos and Demos

Explore Databricks Workflows for efficient data pipeline orchestration. Learn best practices, serverless jobs, job repair, notifications, event-driven integrations, and effective triggers for optimized data intelligence.

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

Applications of Stanford DSPy for Self-Improving Language Model Pipelines

Explore Stanford DSPy's adaptive LM pipelines for complex tasks. Learn to create self-improving systems using text transformation graphs and parameterized modules, boosting performance with minimal code.

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

Inside The Hybrid Data Strategy Powering Atlassian's Soaring Growth

Atlassian's hybrid data strategy combines Databricks and ActionIQ, enabling faster marketing execution, higher-converting audiences, and complex use cases like omnichannel journeys and personalization without sacrificing governance.

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

Delivering Portability to Open Data Lakes with Delta Lake UniForm

Explore Delta Lake UniForm's solution for enhancing data lake reliability, performance, and governance across multiple environments. Learn best practices for scaling and optimizing cloud-based data lakes.

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

Rapid Flash Flood Inundation Mapping for Planning and Emergencies

ML-based Flood Predictor provides real-time insight into flash flood dangers, enabling better emergency planning and potentially saving lives. Uses U-net model trained on FEMA data paired with terrain information to generate water depth maps.

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

Practical Techniques for Applying Data Quality in the Lakehouse with Databricks

Explore six dimensions of data quality and practical techniques for implementation using Databricks Platform, enhancing data management for analytics, data science, and machine learning.

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