Jarom HuletinTowards Data ScienceEarn vs. Learn: Solving a Fishing Inspired Multi-Armed Bandit ProblemExploring five algorithms to balance the earn/learn trade off·17 min read·4 days ago--1--1
Jarom HuletinTowards Data ScienceSimulated Data, Real Learnings : Simulating SystemsPart 4 — Simulating to Understand Systems·13 min read·Apr 16, 2024--1--1
Jarom HuletinTowards Data ScienceSimulated Data, Real Learnings: Scenario AnalysisPart 3 — Simulating Scenarios·9 min read·Apr 4, 2024--1--1
Jarom HuletinTowards Data ScienceSimulated Data, Real Learnings : Power AnalysisPart 2 — Experimental Power Analysis·11 min read·Mar 26, 2024----
Jarom HuletinTowards Data ScienceSimulated Data, Real Learnings : Part 1Testing machine learning approaches with simulation·16 min read·Mar 12, 2024--1--1
Jarom HuletinTowards Data ScienceComparison of Distributions with Earth Mover’s DistanceUnderstanding EMD through theory and from-scratch calculation·11 min read·Feb 13, 2024--1--1
Jarom HuletinTowards Data SciencePhilosophy and data science — Thinking deeply about dataPart 3: Causality·12 min read·Jan 4, 2024--1--1
Jarom HuletinTowards Data SciencePhilosophy and Data Science — Thinking Deeply About DataPart 2: Epistemology·11 min read·Nov 28, 2023--11--11
Jarom HuletinTowards Data SciencePhilosophy and Data Science —Thinking deeply about dataPart 1 : Determinism·10 min read·Nov 12, 2023--4--4
Jarom HuletinTowards Data ScienceHow to Interpret Logistic Regression CoefficientsCalculating mean marginal effects of logistic regression coefficients·10 min read·Aug 24, 2023--2--2