How to change Microsoft Fabric Python resources

A couple of weeks ago, I showed you how we can use DuckDB as a Python library in Microsoft Fabric to do Python notebooks on Delta Lake instead of using Spark notebooks. The benefits of using Python over Spark: Python is more lightweight, your session startup times are much lower, and these notebooks use less …

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Stop wasting money in Microsoft Fabric: Dataflows vs Notebooks

There’s a common debate in the Fabric community: should you use low-code tools like Dataflows Gen2, or should you write pro-code solutions with PySpark notebooks? Today I’m going to settle this debate with actual performance and cost data. Spoiler alert: low-code is easier, but you’re paying for that convenience with significantly higher compute costs. Let …

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Speaking at Fabric Cafe on Delta Optimisation

I Just wrapped up an online session at Fabric Cafe:“Delta Table Optimisation: Improvig Queries using Delta Partitioning and Liquid Clustering” We talked about the stuff that actually matters when your lakehouse starts dragging:• Why and when partitioning helps (until it doesn’t)• How clustering fixes what partitioning can’t• Why small files are silent query killers• How …

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Speaking at Data Toboggan – Cool Runnings 2025

I Just wrapped up a session at Data Toboggan:“Delta Table Optimisation: Improvig Queries using Delta Partitioning and Liquid Clustering” We talked about the stuff that actually matters when your lakehouse starts dragging:• Why and when partitioning helps (until it doesn’t)• How clustering fixes what partitioning can’t• Why small files are silent query killers• How to …

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Microsoft Fabric Costs Explained: A Complete Guide

Understanding the cost implications of implementing Microsoft Fabric is crucial for organisations transitioning to this unified analytics platform. This guide explores the fundamentals of Fabric’s billing model, helping you make informed decisions about resource allocation and cost management. Microsoft Fabric costs is a difficult topic, apparently, let’s make it a bit more understandable! The Basics …

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