Doruk KilitciogluRunning Jupyter Notebook on NYU HPC in 3 Clicks18 November 20186 min read·Nov 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…5 min read·Oct 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…15 min read·Oct 9, 2018--1--1
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…7 min read·Sep 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…5 min read·Aug 18, 2018--1--1
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…5 min read·Mar 1, 2018----
Doruk KilitciogluRepresentation LearningRepresentation Learning is a relatively new term that encompasses many different methods of extracting some form of useful representation…8 min read·Feb 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…1 min read·Feb 17, 2018----
