A practical guide to building, testing, and documenting SQL transformations

The post Getting started with dbt appeared first on Towards Data Science.

Understanding permutation symmetry in deep learning, and what it means for weight averaging and model merging

The post The Symmetry That Breaks Neural Network Averaging appeared first on Towards Data Science.

How we split a tightly coupled Python pipeline into independently deployable services

The post When One Process Becomes Too Much: Splitting a Pipeline into MCP Services appeared first on Towards Data Science.

Statistical thinking beyond formulas

The post 10 Statistical Traps We Often Overlook appeared first on Towards Data Science.