The Model Thinker
Conceptual
Layered
Intense

The Model Thinker What You Need to Know to Make Data Work for You

Scott E. Page2018
How anyone can become a data ninja From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models--from linear regression to random walks and far beyond--that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.
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Reviews

Photo of Safiya
Safiya @safiya-epub
4 stars
Jan 25, 2022

Data -> Information -> Knowledge -> Wisdom Basically sums the "Model Thinking" Course by the same professor. The style in which the book was written, makes it a perfect handbook/manual for class... And I guess that regardless of one's background, and with enough openness, you can discern magical phenomena (obviously it's just that we ignore how stuff work), while reading this book. Now back to the oldest idea about models as mere reductions, and are not reliable or so: Yes they are reductions, and are reliable for the assumptions, to some extent, about those same reduction. "To become wise you’ve got to have models in your head. And you’ve got to array your experience—both vicarious and direct—on this latticework of models. —Charlie Munger" The good news is it's better to have scattered knowledge about a thing, than no knowledge at all. Every fundamental law has exceptions. But you still need the law or else all you have is observations that don’t make sense. And that’s not science. That’s just taking notes. —Geoffrey West

Photo of luis martins
luis martins@luismrmartins
4 stars
Oct 26, 2021

The book is great but don’t go for the audiobook.

+4
Photo of Erik Horton
Erik Horton@erikhorton
5 stars
Dec 20, 2022

This book appears in the club Founders Book Club

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