List: Yellowbrick Article Series | Curated by Rukshan Pramoditha | Medium

Rukshan Pramoditha

May 24, 2022

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Yellowbrick Article Series

Make machine learning visualizations with fewer lines of Python code.

Model Selection Visualizations: Feature Importances

In

Data Science 365

by

Rukshan Pramoditha

Yellowbrick for Visualizing Features’ Importances Using a Single Line of Code

Select the best features with the most predictive power

May 6, 2022

Yellowbrick for Visualizing Features’ Importances Using a Single Line of Code

May 6, 2022

Model Selection Visualizations: Validation Curve

In

TDS Archive

by

Rukshan Pramoditha

Validation Curve Explained — Plot the influence of a single hyperparameter

Plot with less code! Save time to interpret it!

Mar 13, 2021

Validation Curve Explained — Plot the influence of a single hyperparameter

Mar 13, 2021

Model Selection Visualizations: Learning Curve

In

TDS Archive

by

Rukshan Pramoditha

Plotting the Learning Curve with a Single Line of Code

Apr 26, 2021

Plotting the Learning Curve with a Single Line of Code

Apr 26, 2021

Clustering Visualizations: K-Elbow Plot, Silhouette Plot

Rukshan Pramoditha

Hands-On K-Means Clustering

With Python, Scikit-learn and Yellowbrick

Jul 20, 2020

Hands-On K-Means Clustering

Jul 20, 2020

Regression Visualizations: Prediction Error Plot, Residuals Plot

In

Data Science 365

by

Rukshan Pramoditha

Linear Regression with Gradient Descent

Understand how linear regression really works behind the scenes

Jun 14, 2020

Linear Regression with Gradient Descent

Jun 14, 2020

Rukshan Pramoditha

Rukshan Pramoditha

3,000,000+ Views | BSc in Stats (University of Colombo, Sri Lanka) | Top 50 Data Science, AI/ML Technical Writer on Medium

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