https://www.kircerta.com/Recent content on UndertideHugo -- 0.161.1en-usThu, 26 Mar 2026 00:00:00 +0000https://www.kircerta.com/posts/softwaredevelopment/swift-student-challenge-2026-winner/Thu, 26 Mar 2026 00:00:00 +0000https://www.kircerta.com/posts/softwaredevelopment/swift-student-challenge-2026-winner/A personal note on winning the Swift Student Challenge 2026 with Harmonic Convergence, an interactive Swift Playground about Independent Component Analysis.https://www.kircerta.com/posts/science/bayesian-linear-regression-lifecycle/Tue, 24 Mar 2026 00:00:00 +0000https://www.kircerta.com/posts/science/bayesian-linear-regression-lifecycle/A worked Bayesian linear regression example showing the design matrix, posterior derivation, MLE vs MAP, and predictive uncertainty.https://www.kircerta.com/posts/science/elbo_kl_divgce_machinelearning_sessionfolder/Wed, 18 Mar 2026 00:00:00 +0000https://www.kircerta.com/posts/science/elbo_kl_divgce_machinelearning_sessionfolder/In this article, I’ll be introducing a detailed explanation to view Variational Inference & ELBO statistically and mathematically.https://www.kircerta.com/posts/science/data-visualization-design-standards-implementation/Sun, 12 Oct 2025 16:35:32 -0400https://www.kircerta.com/posts/science/data-visualization-design-standards-implementation/This article contains the basic theory, design principles and implementation methods of data visualization. Currently under improvement.