Fabric User Group Switzerland March 2026 - Fabric Data Engineering Deep Dive with LLM скачать в хорошем качестве

Fabric User Group Switzerland March 2026 - Fabric Data Engineering Deep Dive with LLM

In this session of the Fabric User Group Switzerland, we are joined by Estera Kot (CTO, Clouds on Mars; former Microsoft Product Manager for Synapse & Fabric) for a deep dive into AI‑assisted development in Microsoft Fabric. The session explores how modern data engineers can move from natural language prompts to fully deployed Fabric solutions, leveraging GitHub Copilot, Fabric MCP (Model Context Protocol), Spark Notebooks, Spark Job Definitions, and Data Pipelines — all while maintaining production-grade patterns such as CI/CD, testing, and performance optimization. 🔍 What you’ll learn in this session: The Fabric compute landscape: Notebooks vs. Spark Job Definitions vs. Pipelines Recommended production patterns: Develop in Notebooks → Graduate to Spark Job Definitions → Orchestrate with Pipelines Live demo: Creating Fabric workspaces and lakehouses via natural language Using Copilot + MCP to provision resources through Fabric REST APIs Ingesting data via OneLake shortcuts and transforming raw CSV data into Delta tables Automatically generating Spark notebooks and pipelines AI‑assisted orchestration: building Data Factory pipelines without manual UI work Practical guidance on trust, testing, and CI/CD when using AI-generated code Spark performance best practices in Fabric: Native Execution Engine High concurrency mode Cluster sizing considerations Auto-tuning, joins, and shuffle optimization You can find the GitHub repo from Estera here: https://github.com/Clouds-on-Mars/Fab... Discussion on governance, monitoring, and auditing when agents act on a user’s behalf 🎯 Who this session is for: Data Engineers and Architects working with Microsoft Fabric Power BI / Analytics professionals moving into data engineering Teams exploring Copilot, MCP, and AI-driven development workflows Anyone interested in production-ready Fabric architectures 📍 Event: Fabric User Group Switzerland 🎤 Speaker: Estera Kot, CTO at Clouds on Mars 🎙 Host: Kristian Bubalo, Cloud Solution Architect (Data & AI) 👉 Don’t forget to like, subscribe, and share if you found this session valuable. More Fabric User Group Switzerland sessions coming soon!