Articles in the ml category

How to Ensure You Can Explain Why Your Model Makes Predictions

Techniques to extract information from your model to explain why it makes predictions.

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6 Techniques for Feature Engineering in Your Next ML Project

Techniques for creating new features from data

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Demystify Machine Learning Model Selection, a Step by Step Guide

Leverage cross validation, performance metrics, and total runtime to determine the best model for your data.

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4 Methods that Power Feature Selection in a Machine Learning Model

Plus tips for dealing with categoric, numeric, and mixed data!

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Learn Excel’s Hidden, yet Powerful Tools for Linear Regression

Plus, Compare How R and Python Stack Up With the Same Data

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5-10x Faster Hyperparameter Tuning with HalvingGridSearch

How to optimize the hyperparameters of a machine learning model and how to speed up the process

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