Online courses in data science

Learn best practices for machine learning and AI software engineering from experienced professionals.

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Feature selection in machine learning with Python

Feature selection in machine learning with Python

An essential step in any data science project is to select the most predictive variables....

By Sole, on
Recursive feature elimination with Python

Recursive feature elimination with Python

Recursive feature elimination (RFE) is the process of selecting features sequentially, in which features are...

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Feature selection with Lasso in Python

Feature selection with Lasso in Python

Lasso is a regularization constraint introduced to the objective function of linear models in order...

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Mutual information with Python

Mutual information with Python

Mutual information (MI) is a non-negative value that measures the mutual dependence between two random...

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Variance stabilizing transformations in machine learning

Variance stabilizing transformations in machine learning

You’ve probably heard that before training machine learning models, data scientists transform random variables to...

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Population Stability Index and feature selection in Python

Population Stability Index and feature selection in Python

If you worked in credit scoring, you probably heard about the Population Stability Index, or...

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