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...

By Sole Galli, on
Feature selection in machine learning with Python

Feature selection in machine learning with Python

Discover multiple algorithms for feature selection in machine learning and how to implement them in...

By Sole Galli, 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 Galli, 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 Galli, on
Mutual information with Python

Mutual information with Python

What is the mutual information, how can we calculate it in Python, and how do...

By Sole Galli, on
Data discretization in machine learning

Data discretization in machine learning

Why and how should we discretize data in machine learning.

By Sole Galli, on
Variance stabilizing transformations in machine learning

Variance stabilizing transformations in machine learning

The logarithm, power, and square root are variance stabilizing transformations. How and why are they...

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

Population Stability Index and feature selection in Python

Find out what the Population Stability Index is and how to use it to monitor...

By Sole Galli, on