Minimum Description Length (MDL): Formula, Examples

1 year ago

Learning the concepts of Minimum Description Length (MDL) is valuable for several reasons, especially for those involved in statistics, machine…

AIC & BIC for Selecting Regression Models: Formula, Examples

1 year ago

Are you grappling with the complexities of choosing the right regression model for your data? You are not alone. When…

Linear Regression Datasets: CSV, Excel

1 year ago

Linear regression is a fundamental machine learning algorithm that helps in understanding the relationship between independent and dependent variables. It…

Pearson vs Spearman: Choosing the Right Correlation Coefficient

1 year ago

Are you as a data scientist trying to decipher relationship between two or more variables within vast datasets to solve…

Pearson Correlation Coefficient: Formula, Examples

1 year ago

In the world of data science, understanding the relationship between variables is crucial for making informed decisions or building accurate…

t-distribution vs Normal distribution: Differences, Examples

1 year ago

Understanding the differences between the t-distribution and the normal distribution is crucial for anyone delving into the world of statistics,…

First Principles Thinking using ChatGPT

1 year ago

Have you ever wondered why an object such as a chair is shaped the way it is, or why it's…

Generative AI Framework for Product Managers: Examples

1 year ago

Ever wondered how you as a product manager can stay ahead in the competitive era fuelled by technological advancements such…

Problems with Categorical Variables: Examples

1 year ago

Have you ever encountered unfamiliar words while learning a new language and didn't know their meanings? Or tried to fit…

Central Tendency in Machine Learning: Python Examples

1 year ago

Have you ever wondered why your machine learning model is not performing as expected? Could the "average" behavior of your…