Kalle Georgiev – Medium

Kalle Georgiev

she/her

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What Do The Robots Say About Us When We’ve Left The Building?

A post-human water cooler conversation

Oct 15, 2024

What Do The Robots Say About Us When We’ve Left The Building?

Oct 15, 2024

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Experts Are Not Other People

Giving yourself permission to be an expert

Jun 27, 2024

Experts Are Not Other People

Jun 27, 2024

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Overfitting for Humans: A Plain-English Guide To One of Machine Learning’s Most Common Mistakes

How to spot it, avoid it, and understand why your model keeps falling for it

5d ago

Overfitting for Humans: A Plain-English Guide To One of Machine Learning’s Most Common Mistakes

5d ago

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Monte Carlo for Humans: The Best Way to Plan for the Unknown

A plain-English guide to simulating risk, randomness, and possibility

Oct 18

Monte Carlo for Humans: The Best Way to Plan for the Unknown

Oct 18

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Markov Chains for Humans: The Simplest Way to Predict What’s Next

A plain English guide to modeling step-by-step behavior using only the present moment

Oct 7

Markov Chains for Humans: The Simplest Way to Predict What’s Next

Oct 7

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The Bell Curve for Humans: Normal Distribution & Central Limit Theorem Explained

From dice rolls to political polls, here’s why the math of averages rules the real world

Sep 23

The Bell Curve for Humans: Normal Distribution & Central Limit Theorem Explained

Sep 23

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Bayes’ Theorem for Humans: The Math Trick Behind Better Thinking

A friendly walkthrough of how to make smarter calls when the facts aren’t clear

Sep 16

Bayes’ Theorem for Humans: The Math Trick Behind Better Thinking

Sep 16

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Simpson’s Paradox in Plain English: When Data Plays Tricks on You

How the same data can tell different stories depending on how you look at it

Sep 10

Simpson’s Paradox in Plain English: When Data Plays Tricks on You

Sep 10

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Logistic Regression for Humans: Yes or No in Plain English

A friendly guide to understanding logistic regression and how to actually explain it

Sep 7

Logistic Regression for Humans: Yes or No in Plain English

Sep 7

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Linear Regression for Humans: Predicting the Future in Plain English

A friendly guide to understanding linear regression and how to actually explain it

Aug 31

Linear Regression for Humans: Predicting the Future in Plain English

Aug 31

Kalle Georgiev

Kalle Georgiev

she/her

I am a data analyst and life long learner. I write about coding, data, and personal development knowledge I have gained from my non-linear path.

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