In "Feature selection"

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 is the process of selecting features sequentially, in which features are removed...

By Sole, on
Feature selection with Lasso in Python

Feature selection with Lasso in Python

The Lasso regularization can be used to select features in machine learning since it has...

By Sole, on
Mutual information with Python

Mutual information with Python

Mutual information measures the information we know from one variable by observing the values of...

By Sole, on
Population Stability Index and feature selection in Python

Population Stability Index and feature selection in Python

The Population Stability Index quantifies changes in a variable’s distribution over time, and it is...

By Sole, on

In "Python"

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 is the process of selecting features sequentially, in which features are removed...

By Sole, on
Feature selection with Lasso in Python

Feature selection with Lasso in Python

The Lasso regularization can be used to select features in machine learning since it has...

By Sole, on
Mutual information with Python

Mutual information with Python

Mutual information measures the information we know from one variable by observing the values of...

By Sole, on
Variance stabilizing transformations in machine learning

Variance stabilizing transformations in machine learning

Why do we transform variables with the logarithm or a power function before training a...

By Sole, on
Population Stability Index and feature selection in Python

Population Stability Index and feature selection in Python

The Population Stability Index quantifies changes in a variable’s distribution over time, and it is...

By Sole, on

In "Machine learning"

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 is the process of selecting features sequentially, in which features are removed...

By Sole, on
Feature selection with Lasso in Python

Feature selection with Lasso in Python

The Lasso regularization can be used to select features in machine learning since it has...

By Sole, on
Mutual information with Python

Mutual information with Python

Mutual information measures the information we know from one variable by observing the values of...

By Sole, on
Variance stabilizing transformations in machine learning

Variance stabilizing transformations in machine learning

Why do we transform variables with the logarithm or a power function before training a...

By Sole, on
Population Stability Index and feature selection in Python

Population Stability Index and feature selection in Python

The Population Stability Index quantifies changes in a variable’s distribution over time, and it is...

By Sole, on

In "Feature engineering"

Variance stabilizing transformations in machine learning

Variance stabilizing transformations in machine learning

Why do we transform variables with the logarithm or a power function before training a...

By Sole, on

In "Data science for social good"

Data science and machine learning books

Data science and machine learning books

Discover five books that expose the controversial policies and surveillance abuses of companies that use...

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