Harjot KaurinTowards AIWhy 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 read·Oct 19, 2022--2--2
Harjot KaurinTowards AIElucidating the power of Inferential Statistics to make smarter decisions!The lost importance of inferential statistics…8 min read·Sep 9, 2022----
Harjot KaurinTowards AIThe Mathematical Relationship between Model Complexity and Bias-Variance DilemmaMost data science enthusiasts will concur with the claim - the ‘Bias-variance dilemma suffers from analysis paralysis’, as there is an…5 min read·Aug 30, 2022----
Harjot KaurWhy should you prefer SVD over EIG while performing Linear Principal Component Analysis?Lets deliberate!3 min read·Aug 24, 2022--1--1
Harjot KaurinTowards AIWhy 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 read·Aug 20, 2022--1--1
Harjot KaurUnderstanding Backpropagation using Mountaineering as an AnalogyIntuition behind the algorithm!4 min read·Aug 11, 2022--1--1
Harjot KaurMath behind the Gradient Descent AlgorithmHeads up: This piece is for folks with basic understanding around the ML setup and possess some knowledge of derivatives.5 min read·Aug 6, 2022----
Harjot KaurinTowards AISolving SUDOKU with Binary Integer Linear Programming(BILP)Sudoku with Binary Integer Linear Programming5 min read·Sep 23, 2020----