Author: saman_admin

Data cleaning is one of the important parts of machine learning. It plays a significant part in building a model. In this article, we’ll understand Data cleaning, its significance and Python implementation. What is Data Cleaning? Data cleaning is a crucial step in the machine learning (ML) pipeline, as it involves identifying and removing any missing, duplicate, or…

Outliers, deviating significantly from the norm, can distort measures of central tendency and affect statistical analyses. The piece explores common causes of outliers, from errors to intentional introduction, and highlights their relevance in outlier mining during data analysis. What is Outlier? An Outlier is a data item/object that deviates significantly from the rest of the…