></h1><p>Data preprocessing is a crucial step in any machine learning pipeline. NovaML.jl provides a range of tools for cleaning, transforming, and preparing your data for model training. This page covers the main preprocessing techniques available in NovaML.</p><h2 id="Scaling"><a class="docs-heading-anchor" href="#Scaling">Scaling</a><a id="Scaling-1"></a><a class="docs-heading-anchor-permalink" href="#Scaling" title="Permalink"></a></h2><p>Scaling features is often necessary to ensure that all features c