PinnedEdward Elson KosasihinTowards Data ScienceOne Class Learning in Manufacturing: Autoencoder and Golden Units BaseliningRecently I’ve been working with manufacturing customers (both OEM and CM) who want to jump on the bandwagon of machine learning. One…Aug 9, 20191Aug 9, 20191
Edward Elson KosasihMultivariate Time Series Analysis TemplateIf you’re looking for a standard boilerplate to analyse multivariate time-series data, this is for you!Dec 29, 2021Dec 29, 2021
Edward Elson KosasihUnivariate Time Series Analysis TemplateIf you’re looking for a standard boilerplate to analyse univariate time-series data, this is for you!Dec 28, 2021Dec 28, 2021
Edward Elson KosasihinTowards Data ScienceLink Prediction and Information Theory: A TutorialUsing Mutual Information to measure the likelihood of candidate links in a graph.Jan 17, 20212Jan 17, 20212
Edward Elson KosasihinTowards Data ScienceLink Prediction in Bipartite GraphWhat’s the one common thing between finding colleagues in Linkedin, friends in Facebook, dates in Tinder, co-authors in Google Scholar…Nov 23, 20201Nov 23, 20201
Edward Elson KosasihinTowards Data ScienceSimple Deployment of a Graph Database: JanusGraphI’ve recently been looking for an open-source, distributed graph database, as I need to store a large graph data somewhere persistently…Oct 12, 20202Oct 12, 20202
Edward Elson KosasihinTowards Data ScienceGeometric Deep Learning: A Quick TourThe following document provides a whirlwind tour of some fundamental concepts in geometric deep learning.Jun 22, 2020Jun 22, 2020
Edward Elson KosasihinCambridge University Technology and Enterprise ClubKeeping in TouchThis year marks the 17th anniversary of CUTEC. So I thought I’ll reach out to our former committees to see how they are doing and perhaps…May 12, 2020May 12, 2020
Edward Elson KosasihinAnalytics VidhyaInterpreting Posterior of Gaussian Process for RegressionI recently learned about Gaussian Process (GP) and how it can be used for regression. However, I have to admit that I had a hard time…Feb 2, 2020Feb 2, 2020
Edward Elson KosasihinTowards Data ScienceServitization and Queueing Theory: Deriving M/M/1 ModelServitization is a phenomena where manufacturing firms shift from selling pure products to offering solutions (services) instead.Feb 1, 2020Feb 1, 2020
