Probability

MLE vs. EM — How Do They Differ?

A popular interview question.

Sep 30, 2024 •

Where Did the Regularization Term Originate From?

An intuitive and probabilistic guide to regularization.

Jul 17, 2024 •

Probability vs. Likelihood

Here's the key difference.

May 15, 2024 •

11 Ways to Determine Data Normality

A guide to plotting, statistical and distance methods.

May 4, 2024 •

What is Bhattacharyya Distance?

...And how it differs from KL divergence.

Apr 5, 2024 •

MLE vs. EM — What’s the Difference?

A popular interview question.

Feb 3, 2024 •

Are You Using Probability and Likelihood Interchangeably?

If yes, don't. Here's the difference.

Nov 15, 2023 •

11 Essential Ways to Determine Normality of Data Distributions

A guide to plotting, statistical and distance methods.

Oct 28, 2023 •

Measure Similarity Between Two Probability Distributions using Bhattacharyya Distance

...And how it differs from KL divergence.

Oct 6, 2023 •

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