Jarom HuletinTowards Data ScienceLinear Programming Optimization: FoundationsPart 1 - Basic Concepts and ExamplesJul 221Jul 221

Jarom HuletinTowards Data ScienceThe Intuitive Basics of OptimizationA gentle introduction to the amazing field of optimizationJun 262Jun 262

Jarom HuletinTowards Data ScienceIt’s Time to Finally Memorize those Dang Classification Metrics!Intuition behind the metrics and how I finally memorized themJun 102Jun 102

Jarom HuletinTowards Data ScienceBite Size Data Science: Heteroscedastic Robust ErrorsHow to adjust standard errors for heteroscedasticity and why it worksMay 294May 294

Jarom HuletinTowards Data ScienceEarn vs. Learn: Solving a Fishing Inspired Multi-Armed Bandit ProblemExploring five algorithms to balance the earn/learn trade offMay 151May 151

Jarom HuletinTowards Data ScienceSimulated Data, Real Learnings : Simulating SystemsPart 4 — Simulating to Understand SystemsApr 161Apr 161

Jarom HuletinTowards Data ScienceSimulated Data, Real Learnings: Scenario AnalysisPart 3 — Simulating ScenariosApr 41Apr 41

Jarom HuletinTowards Data ScienceSimulated Data, Real Learnings : Power AnalysisPart 2 — Experimental Power AnalysisMar 26Mar 26

Jarom HuletinTowards Data ScienceSimulated Data, Real Learnings : Part 1Testing machine learning approaches with simulationMar 121Mar 121

Jarom HuletinTowards Data ScienceComparison of Distributions with Earth Mover’s DistanceUnderstanding EMD through theory and from-scratch calculationFeb 131Feb 131