PinnedRob Taylor, PhDinTowards Data ScienceOn Probability versus LikelihoodA discussion about two terms that are often used interchangeably, but are mathematically distinctAug 8, 20226Aug 8, 20226
Rob Taylor, PhDLinux Server Security: Part 2A beginners how-to guide for hardening a Linux server.Mar 8Mar 8
Rob Taylor, PhDLinux Server Security: Part 1A beginners how-to guide for hardening a Linux server.Mar 1Mar 1
Rob Taylor, PhDAn Introduction to Bayes’ TheoremAn essential guide to help demystify Bayesian updatingOct 2, 2023Oct 2, 2023
Rob Taylor, PhDinTowards Data ScienceUnderstanding SQL: Getting Started with Window FunctionsGet more from your aggregations by using SQL window functionsSep 17, 20232Sep 17, 20232
Rob Taylor, PhDAn Introduction to Maximum Likelihood Estimation in RLearn how to use optimisation routines in R to solve simple maximum likelihood estimation problemsMay 17, 2023May 17, 2023
Rob Taylor, PhDinTowards Data ScienceThe Matrix Algebra of Linear Regression in RExplore how to estimate regression parameter using R’s matrix operatorsMay 10, 2023May 10, 2023
Rob Taylor, PhDinTowards Data ScienceThe Matrix Algebra of Linear RegressionLooking under the hood at the matrix operations behind linear regressionMay 3, 20234May 3, 20234
Rob Taylor, PhDinTowards Data ScienceA Primer on Linear Algebra: Part 2A gentle refresher on essential concepts and operations for data scienceApr 25, 20231Apr 25, 20231
Rob Taylor, PhDMaximum Likelihood Estimation: The Exponential DistributionA guide on how to derive the estimator for the Exponential model from first principles.Apr 19, 2023Apr 19, 2023
