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…Oct 19, 20222Oct 19, 20222
Harjot KaurinTowards AIElucidating the power of Inferential Statistics to make smarter decisions!The lost importance of inferential statistics…Sep 9, 2022Sep 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…Aug 30, 2022Aug 30, 2022
Harjot KaurWhy should you prefer SVD over EIG while performing Linear Principal Component Analysis?Lets deliberate!Aug 24, 20221Aug 24, 20221
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…Aug 20, 20221Aug 20, 20221
Harjot KaurUnderstanding Backpropagation using Mountaineering as an AnalogyIntuition behind the algorithm!Aug 11, 20221Aug 11, 20221
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.Aug 6, 2022Aug 6, 2022
Harjot KaurinTowards AISolving SUDOKU with Binary Integer Linear Programming(BILP)Sudoku with Binary Integer Linear ProgrammingSep 23, 2020Sep 23, 2020