Databricks Courses

DeepBrew 2.0 - Starbucks Enterprise Managed ML Platform

Plataforma empresarial para operacionalizar soluciones de IA/ML a escala, con automatización, servicios gestionados y mejores prácticas. Utiliza Databricks, MLflow, Azure y herramientas de monitoreo para un desarrollo eficiente.

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

Efficient Stable Diffusion Pre-Training on Billions of Images with Ray

Learn to build an efficient, scalable Stable Diffusion pre-training pipeline using Ray, optimizing data processing and distributed training for improved performance and cost-effectiveness on large image datasets.

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

Secure Data and AI Collaboration with Databricks Clean Rooms

Explore secure data collaboration using Databricks Clean Rooms. Learn about flexible, scalable solutions for privacy-safe partnerships across clouds, regions, and platforms without data movement.

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

Building a Multi-Petabyte Data Platform on Delta Lake at Zalando

Zalando's journey transforming multi-petabyte data platforms: challenges, strategies, and lessons learned in migrating to modern data-mesh architectures using Databricks and AWS ecosystems.

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

Amplifying Value of Timeseries by Combining Seeq and Databricks

Explore how combining Seeq's time-series analytics with Databricks' cloud lakehouse enhances industrial IoT analytics and machine learning, featuring real-world insights from Chevron's implementation.

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

Building a Data Lakehouse to Manage Petabytes of Autonomous Vehicle Data

Explore Scania's data lakehouse for managing autonomous vehicle sensor data, featuring scalable architecture, unified processing, and lessons on user adoption and future MLOps challenges.

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

Data Driven: The Journey to Bring Real-Time ERP Data to a Lakehouse

Michelin's journey to real-time ERP data integration in a lakehouse, leveraging tools like Kafka, Oracle Golden Gate, and Databricks for faster inventory updates and enhanced business analytics.

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

Lakehouse Federation: Discover, Query and Govern Any Data with Unity Catalog

Discover how to access, query, and govern data from multiple sources using Lakehouse Federation and Unity Catalog, enabling seamless data integration and governance for analytics and AI.

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

How to Cook Good AI Products with Data from Your Enterprise Warehouse

Aprenda a criar conjuntos de dados de referência específicos para sua empresa usando dados existentes, melhorando a avaliação e o desempenho de modelos de IA generativa em cenários do mundo real.

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

Building a Production Scale, Totally Private, OSS RAG Pipeline with DBRX, Spark, and LanceDB

Discover how to create a secure, scalable AI pipeline using open-source tools DBRX, Spark, and LanceDB. Learn to implement private generative AI solutions for enterprises without compromising data security or performance.

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

LLM Security: Practical Protection for AI Developers

Explore top LLM security risks, emerging standards, and practical protection strategies for AI developers. Learn to innovate securely with validation frameworks against various threats.

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

Shaping the Future of Data in India's Premier Fashion E-Commerce Platform

Optimizing petabyte-scale clickstream data analysis for fashion e-commerce: Migration to Delta Lake enhances scalability, cost-efficiency, and performance in retail analytics.

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

Capital One's Data Innovation Strategy - You Build, Your Data (YBYD)

Capital One's cloud-based data ecosystem enables self-service innovation for 13,000+ technologists. Learn about their "you build, your data" strategy, enterprise data platforms, and best practices for leveraging data at scale.

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

Healthcare Data Intelligence with Unity Catalog - Providence's Journey

Providence's Unity Catalog implementation journey: optimizing governance, consolidating workspaces, and centralizing data for improved intelligence, sharing, and GenAI support in healthcare.

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

Data Evolution at Inari - Harnessing Delta Live Tables and Unity Catalog

Explore Inari's journey in adopting Databricks, implementing Delta Live Tables, and leveraging Unity Catalog for efficient data management in sustainable agriculture.

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