Tilak MudgalThe Complete Roadmap to Building and Evaluating a Linear Regression ModelLinear regression is one of the most basic yet powerful tools in machine learning. Whether you’re predicting house prices, car values, or…Dec 1
Bohsun ChenThe Intuition behind Maximum Likelihood Estimation (MLE)and Maximum A Posteriori Estimation (MAP)Imagine you’re a sports analyst trying to estimate an NBA star’s true free throw shooting percentage. You have some data from recent grams…Aug 30
maria siagianMaking Sense of Data: How to Select the Right DistributionWhen working with data, one important question to ask is: How do you find the right distribution to model your data? Picking the correct…Nov 2Nov 2
InTowards Data SciencebyLulu RickettsMaximum Likelihood vs. Bayesian EstimationA comparison of parameter estimation methodsApr 20, 20217Apr 20, 20217
Janhavi GiriInferencing Non-Linearities: A Cluster Weighted ApproachThe majority of phenomena in the natural and social worlds exhibit non-linear characteristics, where the relationship between variables is…Apr 5Apr 5
Tilak MudgalThe Complete Roadmap to Building and Evaluating a Linear Regression ModelLinear regression is one of the most basic yet powerful tools in machine learning. Whether you’re predicting house prices, car values, or…Dec 1
Bohsun ChenThe Intuition behind Maximum Likelihood Estimation (MLE)and Maximum A Posteriori Estimation (MAP)Imagine you’re a sports analyst trying to estimate an NBA star’s true free throw shooting percentage. You have some data from recent grams…Aug 30
maria siagianMaking Sense of Data: How to Select the Right DistributionWhen working with data, one important question to ask is: How do you find the right distribution to model your data? Picking the correct…Nov 2
InTowards Data SciencebyLulu RickettsMaximum Likelihood vs. Bayesian EstimationA comparison of parameter estimation methodsApr 20, 20217
Janhavi GiriInferencing Non-Linearities: A Cluster Weighted ApproachThe majority of phenomena in the natural and social worlds exhibit non-linear characteristics, where the relationship between variables is…Apr 5
Pelin OkutanHow to Find the Best Theoretical Distribution for Your DataIn the domain of statistics and data analysis, comprehending the distribution of your data is essential. Whether you’re analyzing financial…Mar 20
Rob Taylor, PhDKicking it with a Bayesian Gamma-Poisson ModelRevisiting a classic dataset — but with a Bayesian twist!Jan 10, 20232
