Allison KellyinThe StartupPAC Learning Theory for the EverymanAn uncomplicated introduction to the theory behind supervised machine learning4 min read·Apr 20, 2020--1--1
Allison KellyinTowards Data ScienceFoundations for the Statistical Analysis of Climate Change — Probability DistributionsDescriptive Statistics for Data Distributions5 min read·Apr 8, 2020----
Allison KellyinTowards Data ScienceFoundations for the Statistical Analysis of Climate ChangeBasics for Quantifying the Environmental and Economical Impact of Global Warming6 min read·Mar 20, 2020----
Allison KellyArtificial Intelligence, Child Welfare, and Predictive Risk ModelingNetflix’s new docuseries touches briefly on a topic that is far from brevity5 min read·Mar 10, 2020----
Allison KellyinTowards Data ScienceCustomer Segmentation with KmeansNo more one-size-fits-all approaches to marketing campaigns5 min read·Feb 28, 2020----
Allison KellyinTowards Data ScienceMachine Learning Resampling Techniques for Class ImbalancesHow to expect the unexpected for a better predictive model9 min read·Jan 11, 2020--3--3
Allison KellyinThe StartupChicago Real Estate Time SeriesA love story in Python.7 min read·Oct 23, 2019----
Allison KellyinAnalytics VidhyaHypothesis Testing with the Northwind DatabaseHypothesis testing explained with an example and code in Python4 min read·Sep 2, 2019----
Allison KellyExploratory Data Analysis with the King County Housing DataOh, King County Housing Dataset… what a treasure trove you are!6 min read·Jun 17, 2019----