PinnedDimitris PanagopoulosinTowards Data ScienceClustering documents with PythonA simple example with Wikipedia articles·4 min read·Aug 5, 2020--1--1
PinnedDimitris PanagopoulosinTowards Data ScienceDetecting Credit Card Fraud with Autoencoders in PythonIn this article we will demonstrate two different methods of using autoencoders. In especial, we will try to classify credit card…·5 min read·Apr 18, 2020----
Dimitris PanagopoulosinTowards Data ScienceMovie recommendations with Neo4jBuilding a simple movie recommender with Python and Neo4j·7 min read·Feb 19, 2023----
Dimitris PanagopoulosinAnalytics VidhyaDemonstrating ML on graphsAnalyzing arXiv articles with neo4j·7 min read·Mar 20, 2022----
Dimitris PanagopoulosinTowards Data ScienceMy experience from the Certified Analytics Professional testA short story of my try at Certified Analytics Professional (CAP) test.·5 min read·Feb 5, 2022--2--2
Dimitris PanagopoulosinTowards Data ScienceCustomer segmentation — Part IISegmentation of online customers by RFM-country and combination with part I·7 min read·Jan 15, 2021----
Dimitris PanagopoulosinTowards Data ScienceCustomer segmentation — Part ISegmentation of online customers by item description·8 min read·Jan 10, 2021----
Dimitris PanagopoulosinTowards Data ScienceUsing a transition matrix to generate text in PythonA simpler (and less efficient) way to create text than use neural nets.·4 min read·Dec 6, 2020----
Dimitris PanagopoulosinTowards Data ScienceAttempting to model COVID-related deaths(and partially failing)·9 min read·Nov 22, 2020--1--1
Dimitris PanagopoulosinAnalytics VidhyaMini project: web scrapping and analysing COVID-19 dataA short web scrapping and model building project·8 min read·Nov 15, 2020----