Suhyun KiminTowards Data ScienceMachine Learning Serverlessly Using AWS Lambda, Docker, ECR, S3 and API GatewayHow to build a complicated Machine Learning web application serverlessly on AWSJan 24, 20221Jan 24, 20221
Suhyun KiminTowards Data ScienceDeploying your ML models to AWS SageMakerFor the 2021 Summer Olympics, we created this web app to predict the score that a human judge would give to a diving video. We made our app…Dec 21, 20211Dec 21, 20211
Suhyun KimTraining AI to Score Olympic EventsThe 2021 Tokyo Olympics are here. Let’s see how we can use AI to score Olympics events.Jul 30, 2021Jul 30, 2021
Suhyun KiminTowards Data SciencePrincipal Component Analysis the Machine Learning Perspective (Part 2)In my previous article, I went over principal component analysis from the statistical point of view. In this article, I will go over the…Apr 27, 20191Apr 27, 20191
Suhyun Kim3 Essential Things For Beginner Kernel DevelopersMy objective of writing this article is to provide readers with high-level understanding of important concepts needed for Linux kernel…Mar 3, 2019Mar 3, 2019
Suhyun KiminTowards Data ScienceBack-propagation Demystified in 7 MinutesIn the past 10 years, the best-performing machine learning implementations such as the facial recognition and the speech recognizers have…Feb 20, 20192Feb 20, 20192
Suhyun KiminTowards Data ScienceA Beginner’s Guide to Convolutional Neural Networks (CNNs)In convolutional networks, multiple filters are taken to slice through the image and map them one by one and learn different portions of anFeb 15, 20196Feb 15, 20196
Suhyun KiminTowards Data SciencePrincipal Component Analysis from Statistical and Machine Learning Perspectives (Part 1)One of the common problems in analysis of complex data comes from a large number of variables, which requires a large amount of memory and…Jan 5, 20194Jan 5, 20194
Suhyun KimK-Nearest NeighborsIn my previous article, I went over the Bayes’ classifier, which is proved to be optimal. But the problem here is that statistical approach…Jul 6, 2018Jul 6, 2018
Suhyun KiminTowards Data ScienceBayes’ classifier with Maximum Likelihood EstimationThe essential concept of supervised learning is you are given data with labels to train the model. And we assume that there is an optimal…Jul 6, 20181Jul 6, 20181