Databricks Courses

Using Generative AI and Databricks Workloads to Manage Sensitive Data

Explore solutions for managing sensitive data using Databricks' Unity Catalog. Learn how to leverage AI and organizational capabilities to protect data throughout its lifecycle while enabling processing and operational use.

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

Generative AI and Child Sexual Abuse - Safety by Design

Explore technical mitigations to prevent misuse of generative AI for child sexual abuse. Learn safety-by-design approaches throughout the AI lifecycle to prioritize protection and ethical development.

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

Building Metrics Store with Incremental Processing

Explore Instacart's innovative metrics store solution with incremental processing, enhancing efficiency and reliability in business analytics while decoupling analytic logic from BI reporting.

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

Maximizing Productivity with Databricks Assistant - Key Strategies and Tips

Discover how Databricks Assistant enhances productivity through AI-powered code creation, optimization, and troubleshooting. Learn to leverage natural language for SQL, Python, and data visualization while ensuring privacy and security.

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

Efficient Near Real-Time Event Ingestion using DLT - Insights and Lessons

Explore Nextdoor's shift to near-real-time streaming with DLT, enabling quick event querying for analysis and monitoring while reducing costs. Learn about challenges, lessons, and optimization techniques.

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

Democratize Data Discovery and Data Insight with the Databricks Platform

Explore how democratizing data insights enhances decision-making, fosters data-driven culture, and accelerates innovation. Learn about Catalog Explorer, Data Lineage, and AI-powered data insights in Databricks Unity Catalog.

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

Cultural Shift - Making Data and AI Everyone's Business Responsibly

Explore data and AI's impact, strategies for data literacy, ethical considerations, and AI integration in business operations. Learn to harness their transformative power responsibly.

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

Driving Data Transformation in the AI Era with Databricks and Microsoft Fabric

Explore data transformation challenges and solutions in the AI era, focusing on overcoming data silos, accelerating insights, and building critical foundations for AI ambition with Databricks and Microsoft Fabric.

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

Architecture Analysis for ETL Processing - CPU vs GPU

Explore GPU acceleration for ETL operations, comparing CPU and GPU architectures. Learn about performance gains in database operations and SQL query acceleration using GPUs.

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

Harness the Power of GenAI for Business with Databricks and Dataiku

Unlock GenAI potential for business users with Databricks and Dataiku. Learn to scale AI projects, collaborate on model building, and streamline deployment for enterprise-wide innovation and future-ready AI solutions.

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

Developing Data Pipelines with Branch Deployments - A New Approach

Explore a new approach to data pipeline development using branch deployments, enabling safer testing on production data and improving productivity, data reliability, and cost-efficiency.

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

AI Functions: Using AI in SQL with Databricks

Leverage large language models directly in SQL queries to enhance data analysis, generate natural language queries, and create custom logic with Databricks' AI Functions.

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

Terraform Templates for Secure Databricks Deployments from Day Zero

Explore Databricks' Security Reference Architecture: Terraform templates for AWS, Azure, and GCP. Learn best practices for secure deployments, from network firewalls to Unity Catalog external locations.

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

Transcribed Audios Automatic Checklist Using Generative AI - Databricks Talk

Automatiza avaliação de interações com clientes usando IA generativa, transcrevendo áudios e criando checklists, melhorando eficiência e experiência do cliente no setor de seguros.

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

Master CDPs and Customer Data Management with a Marketing Data Foundation

Discover essential data transformation steps for CDP implementation, ensuring data quality and unified customer profiles across platforms for successful marketing technology deployment.

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