Eric PlogCreating a simple Item to Item Collaborative Game Recommendation SystemBeing the video game nerd I am, I wanted to create a simple game recommendation system utilizing Steam data.Jul 15, 2018Jul 15, 2018
Eric PlogAUC ROC Curve Scoring Function for Multi-class ClassificationFor a typical single class classification problem, you would typically perform the following:Jul 9, 20187Jul 9, 20187
Eric PlogUseful Data Visualizations for a Python BeginnerIn this brief article, I will highlight a few data visualizations I frequently use from the Matplotlib and Seaborn packages.Jul 9, 2018Jul 9, 2018
Eric PlogFunctions to Plot KMeans, Hierarchical and DBSCAN ClusteringKMeans ClusteringJul 9, 20182Jul 9, 20182
Eric PlogUsing TPOT to Predict DC CrimesTPOT is a Python Automated Machine Learning tool that optimizes machine learning pipelines by intelligently exploring thousands of possible…Jul 9, 2018Jul 9, 2018
Eric PlogWebscraping Reddit — Python Reddit API Wrapper (PRAW) Tutorial for WindowsIn this brief tutorial, I will provide a high level overview of PRAW and provide examples utilized in my Data Science Immersive boot camp…Jun 10, 2018Jun 10, 2018