Carlos ZeladaData Drift and Model Drift Monitoring DesignIn the rapidly advancing field of machine learning (ML), ensuring the integrity and performance of models beyond their initial deployment…Mar 23Mar 23
Carlos ZeladaIngesting Features From Athena To AWS Feature StoreIn recent times, I have undertaken the integration of a feature store within a prominent multinational corporation, spanning operations…Sep 9, 2023Sep 9, 2023
Carlos ZeladaMulti Arm Bandit for A/B testing - Part 1I was first introduced to multiarm bandits by the book “Algorithms to live By” by Brian Christian and Tom Griffiths. Which is a book I…Sep 16, 2022Sep 16, 2022
Carlos ZeladaOnline discovery of click-through rateFinding out what title generates more reads, what sales agent is better at making sales, and many other cases use the same ratio formula to…Sep 8, 2022Sep 8, 2022
Carlos ZeladaGenetic Algorithm: Traveling Sales Person — Part 2If you have not read part one, I recommend you go back and review it. In part two we will go over the selection, crossover, and mutation…Sep 2, 2022Sep 2, 2022
Carlos ZeladaGenetic Algorithm: Traveling Sales Person — Part 1The traveling salesperson's problem goal is to find the shortest route between a set of locations that must be visited once.Aug 29, 2022Aug 29, 2022
Carlos ZeladaThe Birthday ParadoxI have been teaching a simulation class for the past 5 years. I always use this problem to introduce the idea of using code to solve a…Aug 10, 2022Aug 10, 2022
Carlos ZeladaCreating a heat map of bivariate distribution.On this small tutorial i´m going to show you how to create a heat map of a bivariate distribution using R.Feb 21, 2018Feb 21, 2018
