PinnedSole from Train in DataFeature Engineering for Machine Learning: What is it?State-of-the-art feature engineering methods and Python libraries used by data scientists.·10 min read·Jul 13, 2020----
PinnedSole from Train in DataThe 4 movies every data scientist should watch.And how to use our skills responsibly.8 min read·Oct 13, 2021--1--1
PinnedSole from Train in DataHow To Build And Deploy A Reproducible Machine Learning PipelineDiscover the key challenges encountered when putting models in production and how to overcome them.·12 min read·Jan 27, 2020----
Sole from Train in DataData science and machine learning booksDid you come here expecting to find the “Hundred-page machine learning book” or “Elements of statistical learning”?·4 min read·Nov 9, 2022----
Sole from Train in DataFeature selection with Lasso in PythonThe Lasso regularization has the ability to shrink coefficients to 0 and as such allows for feature selection out-of-the-box.·6 min read·Aug 16, 2022----
Sole from Train in DataRecursive feature elimination with PythonRecursive feature elimination (RFE) is the process of selecting features sequentially, in which features are removed one at a time, or a…·10 min read·Aug 16, 2022----
Sole from Train in DataUsing Mutual information to select features with PythonHow to correctly implement feature selection using mutual information in Python.·10 min read·Aug 12, 2022----
Sole from Train in DataVariable Discretization in Machine LearningLearn why and how we discretize features in machine learning.·5 min read·Jul 5, 2022----
Sole from Train in DataVariance stabilizing transformations in machine learningWhy do we transform variables to train machine learning models? is this a must? which transformation shall we use? how to do it in Python?·12 min read·Jun 2, 2022--1--1
Sole from Train in DataAlternative Feature Selection Methods in Machine LearningYou’ve probably done your online searches on “Feature Selection”, and you’ve probably found tons of articles describing the three umbrella…·12 min read·Apr 25, 2022----