Practical analytics, machine learning, and data science — applied to real tax problems. Written by a tax professional, for tax professionals who want to build things, not just read about them.

Code, notebooks, and worked examples throughout. About this blog →

New here? This blog builds progressively — each post extends what came before. Start with the overview of how tax analytics has evolved, then move into what regression is and why it matters for tax. Or if you want to get hands-on with Python straight away, the guide to building synthetic tax datasets is a good starting point.

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