Data Articles | Jamie Blair

2 posts

Data

Everything I've written about data.

Building AI that works with messy data (it's always messy)

Every AI project starts with data that is worse than you think. Here is how I handle missing values, inconsistent formats, and the 80/20 rule of cleaning.

29 Apr 20268 min read

Data pipeline core cleaning, combining, transforming raw data from various sources into a stable foundation for automation.

Python Automation Data Technical

Building a data pipeline with Python: a practical guide

How to build a reliable data pipeline in Python for small business automation. Ingestion, transformation, storage, and scheduling with real code examples.

10 Feb 20266 min read

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