Kaushik MoudgalyaFunc-tastic Python: Mastering FunctoolsThere’s your life as Python user before you knew about functools and then there’s your life as a Python user after. The same can be said…Jul 1Jul 1
Kaushik MoudgalyaPre-commit for Data ScientistsThere’s a nifty little python library called pre-commit that’s doing rounds around the internet. And it all starts with a little file…Feb 31Feb 31
Kaushik MoudgalyaOOPs for Data ScientistsThere are 4 principles of OOPs that everyone is expected to know. I used to be one of those people who thought that it was enough to know…Nov 25, 2023Nov 25, 2023
Kaushik MoudgalyaDemystifying the mathematics behind PCAWe all know PCA and we all love PCA. Our friend that helps us deal with the curse of dimensionality. All data scientists have probably used…Oct 11, 2023Oct 11, 2023
Kaushik MoudgalyainJumio Engineering & Data ScienceTutorial: Unsupervised Ranking Using Machine LearningRanking documents based on relevance using context based searchSep 30, 20221Sep 30, 20221
Kaushik MoudgalyaPaper Walkthrough — Matrix Calculus for Deep Learning Part 2In the last post, we learned about Gradients and Jacobians. In this post, we will go through:Jun 10, 20212Jun 10, 20212
Kaushik MoudgalyaPaper Walkthrough — Matrix Calculus for Deep Learning Part 1Time and time again I find myself learning and forgetting matrix calculus, essentially getting nowhere. So I thought to myself, this time…Jun 6, 20213Jun 6, 20213
Kaushik MoudgalyaMy Adventures with Paperspace | Day 1: Connection IssuesHow to successfully run Jupyter Notebooks on PaperspaceOct 15, 20183Oct 15, 20183