Databricks Courses

AT&T's Migration of Billions of Events Processing from Hadoop to Databricks

Explore AT&T's strategic shift from Hadoop to Databricks, resulting in 30% cost reduction and halved execution time for network data processing, showcasing cloud-native efficiency.

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

Shifting Data Quality to the Left - Automating Data Testing on Databricks

Aprenda a prevenir problemas de qualidade de dados com testes automatizados no Databricks. Descubra como implementar uma abordagem proativa em migrações, replicação contínua e transformações de dados.

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

Udemy's Data and AI Journey - Migrating to Databricks for Enhanced Data Management

Explore Udemy's migration to Databricks, enhancing data democratization with Unity Catalog, DBSQL, and Delta Lake. Learn about cost control, data integration, and the transformative impact on innovation and analytics.

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

Introduction to Retrieval Augmented Generation (RAG) and Implementation with Databricks

Discover RAG's potential to enhance AI applications with external knowledge sources. Learn implementation steps using Databricks for more intelligent, context-aware AI solutions.

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

Trek Bikes Accelerates Retail Analytics with Databricks

Trek Bikes optimizes retail analytics using Databricks, achieving near real-time data integration, 80-90% faster analytics, improved data accessibility, and cost reduction through innovative lakehouse architecture.

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

Modernizing Data: Leveraging Lakehouse Architecture and Delta Sharing

Discover how Vail Resorts modernized data infrastructure using Lakehouse architecture and Delta Sharing, enabling unified data management for analytics, AI, and seamless ecosystem sharing without replication.

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

Next-Gen Energy AI: Asset Bundles and MLOps on Repsol's Data and AI Platform

Explore Repsol's integration of MLOps in their Data & AI Cloud Platform, focusing on Databricks Asset Bundles for efficient ML model development and deployment in the energy sector.

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

Building Production Quality Generative AI Applications

Explore a developer workflow for deploying high-quality AI applications, covering experimentation, feedback, and performance metrics using Databricks tools like Vector Search and MLflow.

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

Unity Catalog Lakeguard - Data Governance for Multi-User Apache Spark Clusters

Explore Databricks' innovations in data governance for lakehouses, enabling efficient multi-user workloads with Shared Clusters and Unity Catalog while reducing costs and operational complexity.

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

Building Production RAG Over Complex Documents

Explore advanced techniques for implementing Retrieval-Augmented Generation on complex documents, including parsing strategies, indexing methods, and retrieval algorithms for handling unstructured and tabular data.

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

Building a Modern Marketing Team with Machine Learning and Databricks

Discover how Rogers leverages ML and Databricks to revolutionize marketing, featuring a reusable framework for data science across industries and insights on implementing key marketing models.

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

Production Data Applications for AI-Driven Observability

Explore AI-driven observability in Databricks' Data Intelligence Platform. Learn to create scalable apps with Plotly Dash, enabling non-technical users to manage workflows and leverage LLMs for data analysis.

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

Upgrading to Unity Catalog with Ease Using UCX

Optimize Unity Catalog upgrades with UCX: Minimize disruptions, reduce complexity, and automate tasks. Learn installation, risk assessment, and key component automation for a streamlined process.

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

SciCLOps - Databricks Quick Start for Machine Learning with DABs

Discover how SciCLOps, powered by Databricks Asset Bundles, streamlines ML workflows, enhances standardization, and accelerates onboarding and production time for data teams across engineering, science, and analytics.

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

Mitigating LLM Hallucination Risk Through Research-Backed Metrics

Explore ChainPoll methodology for evaluating LLM outputs, focusing on RAG and fine-tuning. Learn research-backed metrics, evaluation frameworks, and practical guardrails to mitigate hallucinations in AI applications.

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