Data Science

Kruskal Wallis H Test Formula, Python Example

Ever wondered how to find out if different groups of people have different preferences? Maybe you're a marketer trying to…

10 months ago

Weighted Regression Model Python Examples

Have you ever wondered how regression models can be enhanced to provide more accurate predictions, even in the presence of…

11 months ago

Clinical Trials & Statistics Use Cases: Examples

Are you a statistician, data scientist or business analyst working in the field of clinical trials? Do you find yourself…

11 months ago

Spearman Correlation Coefficient: Formula, Examples

Have you ever wondered how you might determine the relationship between two sets of data that aren't necessarily linear, or…

11 months ago

Heteroskedasticity in Regression Models: Examples

Have you ever encountered data that exhibits varying patterns of dispersion and wondered how it might impact your regression models?…

11 months ago

Credit Risk Modeling & Machine Learning Use Cases

Have you ever wondered how banks and financial institutions decide who to lend money to, or how much to lend?…

11 months ago

Matplotlib Bar Chart Python / Pandas Examples

Are you looking to learn how to create bar charts / bar plots / bar graph using the combination of…

11 months ago

One-hot Encoding Concepts & Python Examples

Have you ever encountered categorical variables in your data analysis or machine learning projects? These variables represent discrete qualities or…

11 months ago

Difference between Parametric vs Non-Parametric Models

When working with machine learning models, data scientists often come across a fundamental question: What sets parametric and non-parametric models…

11 months ago

Ridge Regression Concepts & Python example

Ridge regression is a type of linear regression that penalizes ridge coefficients. This technique can be used to reduce the…

11 months ago