James TanServerless Framework (with GCP), MongoDB (Atlas), Cloud Build and more!Google Cloud Function (also known as Lambda functions in the context of AWS) is arguably one of the easiest to use yet most useful service…Mar 7, 20201Mar 7, 20201
James TanBreaking the Stereotype — Here’s How I Learned Coding, Data Science and Deep Learning and moreWhy and how someone with zero coding experience started his Deep Learning journey.Sep 15, 2019Sep 15, 2019
James TanOptical Character Recognition (OCR) in 5 minutesExperiment with an unsophisticated Deep Learning algorithm on an easy dataset (SVHN).Aug 6, 20191Aug 6, 20191
James TaninOmdenaPushing The Limits of Open Source Data — Enhancing Satellite Imagery through Deep LearningThe power of deep learning paired with collaborative human intelligence.Jul 3, 2019Jul 3, 2019
James TanSimilarities and Differences between South East Asian citiesBy reading the topic alone, you might think that I am trying to achieve a little too much here, and you would be right in thinking so. In…Jun 17, 2019Jun 17, 2019
James TanParsing File Names Using Regular ExpressionsI just went through the 1st lecture of fast.ai v3 (2018 Part 1) taught by Jeremy Howard at the Data Institute at USF. Halfway through the…Oct 24, 201810Oct 24, 201810