Category Archives: Coding Tutorial

Outline of the post: What is Image Data Augmentation? Image data of clouds and sun (hand drawn) Code to augment an image in Python What is Image Data Augmentation? Image data augmentation is a technique to create copies of altered original images. Thus increase the amount of data to train a model. This additional dataContinue reading “Image Data Augmentation”

Standardization is done to bring features of vastly different magnitudes into a similar range. In this post you will learn: When to standardize a data set for machine learning? How to use Scikit-learn’s preprocessing tools: .scale() .StandardScaler() Introduction “Standardization of datasets is a common requirement for many machine learning estimators implemented in scikit-learn.” – Scikit-learn Distance based machineContinue reading “Standardize a dataset. When and why?”