Databricks Courses

From Model to Business Applications - The Journey of Accelerated AI for Business Users

Explore the journey of Accelerated AI, from sophisticated models to practical business applications. Learn strategies for data quality, feedback loops, and model refinement to drive innovation and growth.

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

GenAI Platform for Democratizing Use and Maintaining Governance - Bradesco's Approach

Explore how Bradesco leveraged GenAI to revolutionize processes, enhance customer experiences, and achieve operational efficiency gains while maintaining governance and security through a lakehouse architecture.

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

Ocean Cleanup's Efforts to Remove Ocean Plastic - Leveraging Databricks

Databricks supports Ocean Cleanup's mission to remove 90% of ocean plastic by 2040, enhancing computer vision models, developing impact reporting, and streamlining data architecture for more efficient operations.

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

Best Features of Delta Lake - Love Your Open Tables

Explore Delta Lake's key benefits for data analysis, including Liquid Clustering, UniForm, and interoperability with various engines like Spark, Trino, and Pandas.

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

State-of-the-Art Retrieval Augmented Generation at Scale in Spark NLP

Efficient scaling of RAG systems using Spark NLP: pre-processing, embedding calculation, post-processing, and integration with LangChain and HayStack for production-grade LLM systems.

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

Creating Optimized Thematic Portfolios with Bloomberg Enterprise Data

Learn to build custom thematic investing tools using Bloomberg data and Databricks Platform. Explore cloud-based data management, machine learning, and visualization techniques for portfolio optimization.

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

Enabling Business Self-Service with Lakeview Dashboards

Discover AI-driven Lakeview Dashboards for business analysts. Learn how DatabricksIQ enables natural language chart creation and insight extraction from governed data, empowering teams to interact with data effortlessly.

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

Delta Live Tables in Depth - Best Practices for Intelligent Data Pipelines

Explore best practices, new features, and future developments for Delta Live Tables with Databricks experts. Learn pipeline development, data quality, and serverless compute for intelligent data pipelines.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Crisis Text Line's Data Platform for Mental Health Support

Leveraging Spark and Delta Lake on Databricks to scale mental health support, automate resource provisioning, and enable flexible data pipelines for Crisis Text Line's global operations.

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

Empowering Generative AI with Databricks and AMD

Explore GPU hardware's role in generative AI, AMD's advancements, and Databricks' solutions for scalable model training, deployment, and governance while ensuring data privacy and cost-effectiveness.

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

Databricks Data Intelligence Platform - Introductory Overview

Explore Databricks' AI-enhanced data platform, featuring assistants, semantic search, and LLM capabilities. Learn about building scalable data and AI solutions on the lakehouse architecture.

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

Pioneering a Hybrid SSM Transformer Architecture - Jamba Foundation Model

Explore AI21 Labs' Jamba: a groundbreaking hybrid Transformer-Mamba MoE model with unparalleled throughput and a 256K context window, revolutionizing large language model development.

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

Databricks Generative AI Fundamentals

Explore generative AI fundamentals, applications, and transformative potential in this deep dive session, focusing on practical use cases and market differentiation strategies.

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

Incremental Change Data Capture: A Data-Informed Journey

Explore data-driven strategies for incremental ingestion, from SaaS to databases and event streams. Learn cost-saving techniques, CDC flavors, and performance improvements for efficient data lake management.

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

Scaling AI in Australia and New Zealand - ML Foundations and Databricks

Unveiling AI scaling challenges in Australia and New Zealand, focusing on people, process, and technology. Practical guide for democratizing AI, implementing ML foundations, and streamlining MLOps using Databricks.

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