Bhargav·3d agoNumerical Data PreprocessingNumerical data preprocessing is the process of converting raw numerical data into a suitable format so that machine can learn effectively…
InT3CHbyHamza Ahmed·Sep 20Normalizing Numerical Features: Linear, Z-Score, Log Scaling, and ClippingThe goal of normalization is to transform features so they sit on a similar scale.
InT3CHbyHamza Ahmed·Sep 15Introduction to Numerical Data & Feature VectorsIf you’re getting started with machine learning, one of the first things you need to internalize is that not everything that looks like a…A response icon1
InT3CHbyHamza Ahmed·Aug 24Linear Regression ExplainedWe’ll build the intuition behind linear regression, understand how a model learns its parameters, and see what the training process looks…
Hamza Ahmed·Jul 26Scaling and Normalization in Data CleaningData cleaning isn’t just about fixing missing values or typos, it also means making sure your numeric columns are actually in a shape your…
