Doruk KilitciogluRunning Jupyter Notebook on NYU HPC in 3 Clicks18 November 2018Nov 18, 2018Nov 18, 2018
Doruk KilitciogluinTowards Data ScienceHierarchical Clustering and its ApplicationsClustering is one of the most well known techniques in Data Science. From customer segmentation to outlier detection, it has a broad range…Oct 26, 2018Oct 26, 2018
Doruk KilitciogluinTowards Data ScienceRecommender Systems: From Filter Bubble to SerendipityRecommender systems power a lot of our day to day interactions with the content we see on the internet. With over 2.5 quintillion bytes of…Oct 9, 20181Oct 9, 20181
Doruk KilitciogluinBecoming Human: Artificial Intelligence MagazineRepresentation Learning through Matrix FactorizationPrincipal Component Analysis (PCA) and Singular Value Decomposition (SVD) has been around for a while, and have been successfully utilized…Sep 10, 2018Sep 10, 2018
Doruk KilitciogluA case for better Python docstringsI have been using Python daily for 3 years, and working professionally with it for about a year now. It is a great language, and I’m…Aug 18, 20181Aug 18, 20181
Doruk KilitciogluAdventures with RapidMinerFor our Big Data Science course @ NYU, me, Nick, and Amit are building a Book Recommender System, specifically for using with GoodReads…Mar 1, 2018Mar 1, 2018
Doruk KilitciogluRepresentation LearningRepresentation Learning is a relatively new term that encompasses many different methods of extracting some form of useful representation…Feb 24, 2018Feb 24, 2018
Doruk KilitciogluHello WorldWelcome to the blog. This blog will house my adventures through grad school and beyond. The contents of this blog will therefore…Feb 17, 2018Feb 17, 2018