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Is Categorical Feature Encoding Always Necessary Before Training ML Models?

Is Categorical Feature Encoding Always Necessary Before Training ML Models?

If not, when is it not needed?

Scikit-LLM: Integrate Sklearn API with Large Language Models

Scikit-LLM: Integrate Sklearn API with Large Language Models

Sklearn + LLM = Scikit-LLM

The Counterintuitive Behaviour of Training Accuracy and Training Loss

The Counterintuitive Behaviour of Training Accuracy and Training Loss

A decrease in loss may not mean an increase in accuracy.

A Highly Overlooked Point In The Implementation of Sigmoid Function

A Highly Overlooked Point In The Implementation of Sigmoid Function

Some subtle stuff that is often ignored.

The Ultimate Categorization of Clustering Algorithms

The Ultimate Categorization of Clustering Algorithms

6 types of clustering algorithms in a single frame.

Improve Python Run-time Without Changing A Single Line of Code

Improve Python Run-time Without Changing A Single Line of Code

Switching to a smarter implementation of CPython.

A Lesser-Known Feature of the Merge Method in Pandas

A Lesser-Known Feature of the Merge Method in Pandas

Validate the merge operation.

The Coolest GitHub-Colab Integration You Would Ever See

The Coolest GitHub-Colab Integration You Would Ever See

GitHub to Colab in a second.

Most Sklearn Users Don't Know This About Its LinearRegression Implementation

Most Sklearn Users Don't Know This About Its LinearRegression Implementation

Always review what a specific implementation is hiding underneath.

Break the Linear Presentation of Notebooks With Stickyland

Break the Linear Presentation of Notebooks With Stickyland

A cool Jupyter extension.

Visualize The Performance Of Any Linear Regression Model With This Simple Plot

Visualize The Performance Of Any Linear Regression Model With This Simple Plot

Assumption turned into performance validation.

Waterfall Charts: A Better Alternative to Line/Bar Plot

Waterfall Charts: A Better Alternative to Line/Bar Plot

Another hidden gem for data visualization.

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