Harjot Kaur – Medium

Harjot Kaur

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…

Oct 19, 2022

Why Should Euclidean Distance Not Be the Default Distance Measure?

Oct 19, 2022

Harjot Kaur
in
Towards AI

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

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…

Aug 30, 2022

The Mathematical Relationship between Model Complexity and Bias-Variance Dilemma

Aug 30, 2022

Harjot Kaur

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

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…

Aug 20, 2022

Why Should Adam Optimizer Not Be the Default Learning Algorithm?

Aug 20, 2022

Harjot Kaur

Understanding Backpropagation using Mountaineering as an Analogy

Intuition behind the algorithm!

Aug 11, 2022

Understanding Backpropagation using Mountaineering as an Analogy

Aug 11, 2022

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.

Aug 6, 2022

Math behind the Gradient Descent Algorithm

Aug 6, 2022

Harjot Kaur

Text Generation using Markov Chain Algorithm

Introduction

Nov 9, 2020

Text Generation using Markov Chain Algorithm

Nov 9, 2020

Harjot Kaur
in
Towards AI

Solving SUDOKU with Binary Integer Linear Programming(BILP)

Sudoku with Binary Integer Linear Programming

Sep 23, 2020

Solving SUDOKU with Binary Integer Linear Programming(BILP)

Sep 23, 2020

Harjot Kaur

PREDICTING BINARY CLASS PROBABILITY

Using Logistic Regression

Sep 1, 2020

PREDICTING BINARY CLASS PROBABILITY

Sep 1, 2020

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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