data engineering

The Data Team’s Survival Guide for the Next Era of Data

crossroads in the information world. On one hand, there's a universal recognition of the worth of internal data for AI. Everyone understands that data is the critical foundational layer that unlocks value for agents...

5 Ways to Implement Variable Discretization

Although continuous variables in real-world datasets provide detailed information, they should not at all times probably the most effective form for modelling and interpretation. That is where variable discretization comes into play. Understanding variable discretization...

From Monolith to Contract-Driven Data Mesh

, the move from a standard data warehouse to Data Mesh feels less like an evolution and more like an identity crisis. At some point, every little thing works (possibly “works” is a stretch, but...

Making a Data Pipeline to Monitor Local Crime Trends

about examining crime trends in your local area. You recognize that relevant data exists, and you might have some basic analytical skills which you can use to research this data. Nonetheless, this data...

Layered Architecture for Constructing Readable, Robust, and Extensible Apps

: your code works but confidence is low, so that you hesitate to the touch it. Adding a feature means performing open-heart surgery on the appliance, modifying existing business logic reasonably than extending the...

The Great Data Closure: Why Databricks and Snowflake Are Hitting Their Ceiling

Introduction an information company really grow? This week what would have been news a 12 months ago was not news. Snowflake invested in AtScale, a provider of semantic layer services in a strategic investment within...

From ‘Dataslows’ to Dataflows: The Gen2 Performance Revolution in Microsoft Fabric

of announcements from the recent FabCon Europe in Vienna, one which will have gone under the radar was in regards to the enhancements in performance and price optimization for Dataflows Gen2. Before we delve...

Stop Writing Spaghetti if-else Chains: Parsing JSON with Python’s match-case

For those who work in data science, data engineering, or as as a frontend/backend developer, you cope with JSON. For professionals, its principally only death, taxes, and JSON-parsing that's inevitable. The problem is that...

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