Harjot Kaur – Medium

Harjot Kaur
in
Towards AI

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…

4 min readOct 19, 2022

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Why Should Euclidean Distance Not Be the Default Distance Measure?

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Harjot Kaur
in
Towards AI

Elucidating the power of Inferential Statistics to make smarter decisions!

The lost importance of inferential statistics…

8 min readSep 9, 2022

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Elucidating the power of Inferential Statistics to make smarter decisions!

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Harjot Kaur
in
Towards AI

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…

5 min readAug 30, 2022

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The Mathematical Relationship between Model Complexity and Bias-Variance Dilemma

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Harjot Kaur

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

Lets deliberate!

3 min readAug 24, 2022

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

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Harjot Kaur
in
Towards AI

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…

4 min readAug 20, 2022

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Why Should Adam Optimizer Not Be the Default Learning Algorithm?

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Harjot Kaur

Understanding Backpropagation using Mountaineering as an Analogy

Intuition behind the algorithm!

4 min readAug 11, 2022

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Understanding Backpropagation using Mountaineering as an Analogy

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Harjot Kaur

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.

5 min readAug 6, 2022

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Math behind the Gradient Descent Algorithm

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Harjot Kaur

Text Generation using Markov Chain Algorithm

Introduction

4 min readNov 9, 2020

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Text Generation using Markov Chain Algorithm

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Harjot Kaur
in
Towards AI

Solving SUDOKU with Binary Integer Linear Programming(BILP)

Sudoku with Binary Integer Linear Programming

5 min readSep 23, 2020

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Solving SUDOKU with Binary Integer Linear Programming(BILP)

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Harjot Kaur

PREDICTING BINARY CLASS PROBABILITY

Using Logistic Regression

2 min readSep 1, 2020

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PREDICTING BINARY CLASS PROBABILITY

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Harjot Kaur

Harjot Kaur

I'm a strategy and analytics expert passionate about simplifying ML and AI. My medium articles aim to demystify these technologies and share their applications.

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