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Databricks Articles | Endigest

Databricks Articles

Databricks

71 min read

AI•2026-03-20

From Legacy to Lakehouse: How Mazda Accelerated GenAI for Technical Service Operations

Mazda built a GenAI-powered service assistant on Databricks Lakehouse to help hotline agents diagnose vehicle issues faster and more accurately.

Architecture•2026-03-20

Semantic Layer Architecture: Components, Design Patterns, and AI Integration

This post covers semantic layer architecture — the component that translates source data into governed business metrics for consistent access across BI tools, notebooks, and AI systems.

Data + AI Foundations

Databricks

11 min read

Data Engineering•2026-03-20

Data Science Use Cases: 15 Real-World Applications Transforming Enterprise Operations

This article surveys enterprise data science applications and the architectural patterns enabling them at scale.

Data + AI Foundations

Databricks

21 min read

AI•2026-03-19

Introducing AI Runtime: Scalable, Serverless NVIDIA GPUs on Databricks for Training and Finetuning

Databricks announces the Public Preview of AI Runtime (AIR), a serverless training stack enabling on-demand distributed GPU training on NVIDIA A10s and H100s.

Announcements

Databricks

61 min read

Data Engineering•2026-03-19

Announcing General Availability of Real-Time Mode for Apache Spark Structured Streaming on Databricks

Databricks announces General Availability of Real-Time Mode (RTM) for Apache Spark Structured Streaming, enabling millisecond-level latency without leaving the Spark ecosystem.

Data Engineering•2026-03-18

What’s New in Azure Databricks at FabCon 2026: Lakebase, Lakeflow, and Genie

This post covers new Azure Databricks capabilities announced at FabCon 2026, including Lakebase, Lakeflow Connect Free Tier, and Genie enhancements.

Data Engineering•2026-03-18

How to move from Apache Airflow® to Databricks Lakeflow Jobs

This post provides a practical migration guide for teams moving from Apache Airflow to Databricks Lakeflow Jobs as their native orchestrator.

SOTA Embedding Model for Agentic Workflows Now in Public Preview

Databricks launches Qwen3-Embedding-0.6B, a state-of-the-art multilingual embedding model for building retrieval-powered AI agents on enterprise data.

Databricks

71 min read

Machine Learning•2026-03-17

Uncovering Data Science: Skills, Careers and Education

This article provides a comprehensive overview of data science, covering its core skills, career roles, and education pathways.

Data + AI Foundations

Databricks

61 min read

AI•2026-03-17

AI vs. Machine Learning: Understanding the Differences and Real-World Applications

This article explains the conceptual differences between artificial intelligence and machine learning, and outlines how each technology applies in the real world.

Data + AI Foundations

Databricks

41 min read

AI•2026-03-16

How TetraScience accelerates biopharma with production-ready data and scientific intelligence

TetraScience's Tetra OS platform addresses biopharma's AI adoption gap by transforming heterogeneous lab data into production-ready AI applications built on Databricks and NVIDIA infrastructure.

Healthcare & Life Sciences

Databricks

41 min read

Data Engineering•2026-03-16

Talking to the Ground

This post shows how Databricks unifies siloed drilling data to deliver conversational AI analytics for oil and gas operations.

Industries

Energy