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An Overlooked Limitation of Traditional kNNs
Aug 29, 2023

An Overlooked Limitation of Traditional kNNs

...and here's how to supercharge them.

Are You Misinterpreting Correlation for Predictiveness?
Aug 28, 2023

Are You Misinterpreting Correlation for Predictiveness?

Here’s what you should use instead to measure predictiveness.

What Makes Box Plots a Misleading Choice for Data Analysis?
Aug 27, 2023

What Makes Box Plots a Misleading Choice for Data Analysis?

...and here's how to prevent being misled by them.

Never Use PCA for Visualization Unless This Specific Condition is Met
Aug 26, 2023

Never Use PCA for Visualization Unless This Specific Condition is Met

Using variance as an indicator for visualization.

A Visual and Intuitive Guide to KL Divergence
Aug 25, 2023

A Visual and Intuitive Guide to KL Divergence

Support visual inspection with quantitative measures.

How Zero-inflated Datasets Can Ruin Your Regression Modeling
Aug 24, 2023

How Zero-inflated Datasets Can Ruin Your Regression Modeling

...and here's how you can prevent it.

Generalized Linear Models (GLMs): The Supercharged Linear Regression
Aug 23, 2023

Generalized Linear Models (GLMs): The Supercharged Linear Regression

The limitations of linear regression and how GLMs solve them.

Bubble Charts: A Non-Messy Alternative to Bar Plot
Aug 22, 2023

Bubble Charts: A Non-Messy Alternative to Bar Plot

A step towards simplifying common data visualizations.

[UPDATED] FREE Daily Dose of Data Science PDF (550+ Pages)
Aug 21, 2023

[UPDATED] FREE Daily Dose of Data Science PDF (550+ Pages)

Full archive with 320+ Data Science posts.

The Must-Know Categorisation of Discriminative Models
Aug 20, 2023

The Must-Know Categorisation of Discriminative Models

A popular interview question.

Where Did The Regularization Term Originate From?
Aug 19, 2023

Where Did The Regularization Term Originate From?

An intuitive and probabilistic guide to regularization.

How to Create The Elegant Moving Bubbles Chart in Python?
Aug 18, 2023

How to Create The Elegant Moving Bubbles Chart in Python?

...in just three lines of code.

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