Stories by jmount

The Data Scientist as the Bus Driver

Gmail Gone Again

What Every Data Scientist Should Know About Floating Point

Some Thoughts on Numbers

Evaluating Probability Models Using Statistical Deviance

Measure Theoretic Probability

What Is Statistics?

The Science of Data Analysis

Estimating the Odds with Bayes' Law

Squeezing the Most Utility from Your Models

Maybe Businesses Don’t Need to Worry So Much About Inference

Statistics to English Translation

Kolmogorov’s Axioms of Probability: Even Smarter Than You Have Been Told

On the Shapes of ROC Plots

A Gruesome Example of Bayes’ Law (learn statistics from the Covid-19 disaster)

Data Science Is a Science (Just Not the One You May Think)

Why Not Square Error for Classification?

Unrolling the ROC

Don’t Use Classification Rules for Classification Problems

We recommend this book Deep Learning for Coders with fastai and PyTorch

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