## Why “Gradient” Descent?

Recently I was thinking about the gradient descent algorithm and I was bothered was one question - Why do we go in the direction of…

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## Tag: mathematics

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Why “Gradient” Descent?

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Random Variables and Probability Functions

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“It’s Not Special” – The Best Advice I Ever Had

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Probability – Definitions and Axioms

Recently I was thinking about the gradient descent algorithm and I was bothered was one question - Why do we go in the direction of…

In this post I will build on the previous posts related to probability theory - I have defined the main results of probability from axioms…

Continue reading → Random Variables and Probability Functions

Impostor syndrome is a real feeling and I get it at least twice a day with respect to what I do. Sure, I have a…

Continue reading → “It’s Not Special” – The Best Advice I Ever Had

After the last post discussing set theory here, the next logical step is to discuss the concept of probability theory. The theory of probability is…