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Harjot Kaur

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The Mathematics Behind DeepSeek-R1

A Technical Breakdown!

Jan 31

The Mathematics Behind DeepSeek-R1

Jan 31

Not Everything Is an AI Agent!

A few weeks ago, I joined a webinar on AI agents — a hot topic in today’s AI-everywhere world. One of the use cases discussed genuinely…

Jun 8

Not Everything Is an AI Agent!

Jun 8

I’m Back: Making AI Simple for Non-Engineers Like Me

Three years ago, I wrote my first few articles here on Medium. I shared what I knew, learned, and experienced. But somewhere along the way…

Dec 18, 2024

I’m Back: Making AI Simple for Non-Engineers Like Me

Dec 18, 2024

Published in

Why Should Euclidean Distance Not Be the Default Distance Measure?

The sustained development of technologies, data storage resources, and computing resources, gives rise to the production, storage, and…

Oct 19, 2022

Why Should Euclidean Distance Not Be the Default Distance Measure?

Oct 19, 2022

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Elucidating the power of Inferential Statistics to make smarter decisions!

The lost importance of inferential statistics…

Sep 9, 2022

Elucidating the power of Inferential Statistics to make smarter decisions!

Sep 9, 2022

Published in

The Mathematical Relationship between Model Complexity and Bias-Variance Dilemma

Most data science enthusiasts will concur with the claim - the ‘Bias-variance dilemma suffers from analysis paralysis’, as there is an…

Aug 30, 2022

The Mathematical Relationship between Model Complexity and Bias-Variance Dilemma

Aug 30, 2022

Why should you prefer SVD over EIG while performing Linear Principal Component Analysis?

Lets deliberate!

Aug 24, 2022

Why should you prefer SVD over EIG while performing Linear Principal Component Analysis?

Aug 24, 2022

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Why Should Adam Optimizer Not Be the Default Learning Algorithm?

An increasing share of deep learning practitioners are training their models with adaptive gradient methods due to their rapid training…

Aug 20, 2022

Why Should Adam Optimizer Not Be the Default Learning Algorithm?

Aug 20, 2022

Understanding Backpropagation using Mountaineering as an Analogy

Intuition behind the algorithm!

Aug 11, 2022

Understanding Backpropagation using Mountaineering as an Analogy

Aug 11, 2022

Math behind the Gradient Descent Algorithm

Heads up: This piece is for folks with basic understanding around the ML setup and possess some knowledge of derivatives.

Aug 6, 2022

Math behind the Gradient Descent Algorithm

Aug 6, 2022

Harjot Kaur

Harjot Kaur

I’m a non-engineer on a mission to simplify AI. I share accessible insights to help beginners break into this field. Let's learn and demystify AI together!

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