Exploring New Hyperparameter Dimensions with Laplace Approximated Bayesian Optimization towardsdatascience.com Post date January 11, 2025 No Comments on Exploring New Hyperparameter Dimensions with Laplace Approximated Bayesian Optimization External Tags bayesian-optimization, bayesian-statistics, hands-on-tutorials, hyperparameter-tuning, laplace-approximation
Introduction to the Finite Normal Mixtures in Regression with towardsdatascience.com Post date December 27, 2024 No Comments on Introduction to the Finite Normal Mixtures in Regression with External Tags bayesian-machine-learning, bayesian-statistics, mcmc-sampling, mixture-distribution, regression-analysis
Decoding the Hack behind Accurate Weather Forecasting: Variational Data Assimilation towardsdatascience.com Post date December 25, 2024 No Comments on Decoding the Hack behind Accurate Weather Forecasting: Variational Data Assimilation External Tags assimilation, bayesian-statistics, earth-science, pytorch, weather-forecasts
Using Objective Bayesian Inference to Interpret Election Polls medium.com Post date October 30, 2024 No Comments on Using Objective Bayesian Inference to Interpret Election Polls External Tags bayesian-statistics, data-science, Elections, machine-learning, statistics
How to Tackle the Weekend Quiz Like a Bayesian towardsdatascience.com Post date October 28, 2024 No Comments on How to Tackle the Weekend Quiz Like a Bayesian External Tags bayesian-statistics, behavioural-science, bias, editors-pick, probability
Bayesian Data Science: The What, Why, and How towardsdatascience.com Post date April 25, 2024 No Comments on Bayesian Data Science: The What, Why, and How External Tags bayesian-inference, bayesian-statistics, data-science, probability, stan
Avoiding abuse and misuse of T-test and ANOVA: Regression for categorical responses towardsdatascience.com Post date April 7, 2024 No Comments on Avoiding abuse and misuse of T-test and ANOVA: Regression for categorical responses External Tags bayesian-statistics, data-analysis, data-visualization, deep-dives, towards-data-science
Do not over-think about ‘outliers’, use a student-t distribution instead towardsdatascience.com Post date March 30, 2024 No Comments on Do not over-think about ‘outliers’, use a student-t distribution instead External Tags bayesian-statistics, data-analysis, data-visualization, deep-dives, towards-data-science
Markov Chain Monte Carlo: Made Simple Once and For All medium.com Post date March 1, 2024 No Comments on Markov Chain Monte Carlo: Made Simple Once and For All External Tags bayesian-statistics, data-science, markov-chains, monte-carlo-method, statistics
Bayesian Logistic Regression in Python towardsdatascience.com Post date February 20, 2024 No Comments on Bayesian Logistic Regression in Python External Tags bayesian-machine-learning, bayesian-statistics, logistic-regression, machine-learning, python
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