Alan JeffaresinTowards Data ScienceFrom Jupyter Notebook to Deployment — A Straightforward ExampleA step-by-step example of taking typical machine learning research code and building a production-ready microservice.Oct 14, 20217Oct 14, 20217
Alan JeffaresinTowards Data ScienceK-means: A Complete IntroductionK-means is an unsupervised clustering algorithm designed to partition unlabelled data into a certain number (thats the “ K”) of distinct…Nov 19, 2019Nov 19, 2019
Alan JeffaresinTowards Data ScienceHow I used Machine Learning to improve my Dublin Bikes transitAs a user of Dublin Bikes I was delighted to discover that real time bike data was freely available online via the Irish national open…Sep 24, 20191Sep 24, 20191
Alan JeffaresinTowards Data ScienceDecision Trees: A Complete IntroductionA complete introduction to the Decision Tree…Jul 25, 20181Jul 25, 20181
Alan JeffaresinTowards Data ScienceSupervised vs Unsupervised Learning in 2 MinutesMachine learning algorithms can be generally divided into two categories, supervised or unsupervised. This is a brief overview of that…Jul 24, 2018Jul 24, 2018