Sole from Train in Data – Medium

Sole from Train in Data

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Should You Use Imbalanced-Learn in 2025?

Imbalanced-learn is a Python open-source library that supports methods that have longed been proposed as effective to tackle alleged poor…

Jul 18

Should You Use Imbalanced-Learn in 2025?

Jul 18

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Feature Engineering for Machine Learning: What is it?

State-of-the-art feature engineering methods and Python libraries used by data scientists.

Jul 13, 2020

feature engineering for machine learning

Jul 13, 2020

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The 4 movies every data scientist should watch.

And how to use our skills responsibly.

Oct 13, 2021

Data science movies

Oct 13, 2021

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How To Build And Deploy A Reproducible Machine Learning Pipeline

Discover the key challenges encountered when putting models in production and how to overcome them.

Jan 27, 2020

How To Build And Deploy A Reproducible Machine Learning Pipeline

Jan 27, 2020

Data science and machine learning books

Did you come here expecting to find the “Hundred-page machine learning book” or “Elements of statistical learning”?

Nov 9, 2022

machine learning books, data science books

Nov 9, 2022

Feature selection with Lasso in Python

The Lasso regularization has the ability to shrink coefficients to 0 and as such allows for feature selection out-of-the-box.

Aug 16, 2022

Feature selection with Lasso in Python

Aug 16, 2022

Recursive feature elimination with Python

Recursive feature elimination (RFE) is the process of selecting features sequentially, in which features are removed one at a time, or a…

Aug 16, 2022

Recursive feature elimination with Python

Aug 16, 2022

Using Mutual information to select features with Python

How to correctly implement feature selection using mutual information in Python.

Aug 12, 2022

mutual information, feature selection, python

Aug 12, 2022

Variable Discretization in Machine Learning

Learn why and how we discretize features in machine learning.

Jul 5, 2022

Discretization of continuous variables in machine learning

Jul 5, 2022

Variance stabilizing transformations in machine learning

Why do we transform variables to train machine learning models? is this a must? which transformation shall we use? how to do it in Python?

Jun 2, 2022

Variable transformation in machine learning.

Jun 2, 2022

Sole from Train in Data

Sole from Train in Data

Data scientist | Best-selling instructor | Book author | Python developer. 👉: https://www.trainindata.com

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