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…10 min read·Aug 9, 2019--1--1
Edward Elson KosasihMultivariate Time Series Analysis TemplateIf you’re looking for a standard boilerplate to analyse multivariate time-series data, this is for you!5 min read·Dec 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!2 min read·Dec 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.5 min read·Jan 17, 2021--2--2
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…11 min read·Nov 23, 2020--1--1
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…5 min read·Oct 12, 2020--2--2
Edward Elson KosasihinTowards Data ScienceGeometric Deep Learning: A Quick TourThe following document provides a whirlwind tour of some fundamental concepts in geometric deep learning.5 min read·Jun 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…7 min read·May 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…5 min read·Feb 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.7 min read·Feb 1, 2020----
