Online courses in data science

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One-hot encoding categorical variables

One-hot encoding categorical variables

Find out how to encode categorical variables using one-hot.

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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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Feature selection in machine learning with Python

Feature selection in machine learning with Python

Discover multiple algorithms for feature selection and implement them in Python.

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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...

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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...

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Mutual information with Python

Mutual information with Python

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

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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...

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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...

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