Machine Learning, Gradient Descent, Feature Scaling, Data Preprocessing, Beginners Guide.
with significantly different ranges to achieve optimal results. Benefits of Feature Scaling Feature scaling helps gradient descent converge faster by transforming the features to have comparable ranges of values. It mitigates the problem of tall and skinny contours, allowing gradient descent to