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Mindful Modeler

Christoph Molnar

Better machine learning by thinking like a statistician. About model interpretation, paying attention to data, and always staying critical.

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Substack
PricingOnly free issuesPublishesWeekly
Issues99SubscribersRead mindfulmodeler.substack.com

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

Can you draw scientific conclusions with interpretable machine learning?

Welcome to a new edition of Mindful Modeler. Today’s post is a premiere — a guest post by Timo Freiesleben. Timo is a philosopher, a machine learning researcher, and a good friend. Together we are writing the book Supervised Machine Learnin...

2 months ago
13
0

A simple recipe for model error analysis

Error analysis is a powerful tool in machine learning that we don’t talk about enough.

2 months ago
21
1

Fixing Bias: How Error Analysis Improved My Water Forecasting Model

The western United States has a huge water problem. That’s why much effort goes into managing the water properly, including forecasting a season’s water supply. The Bureau of Reclamation, which manages water and power in the West, sponsored...

2 months ago
20
1

The rise of self-supervised learning

I currently work on the second edition of Modeling Mindsets. Self-supervised learning will be one of the additions to this new edition.

3 months ago
5
4

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Authors

The writers behind this newsletter.

  • Christoph Molnar

    Writer and machine learning expert

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