Data Preprocessing: An Introduction
What is Data Preprocessing? Data Preprocessing: an introduction: Data preprocessing is the cornerstone of any successful machine learning or data […]
Data Preprocessing
Data preprocessing is a crucial step in data analysis and machine learning. It involves preparing and cleaning raw data to make it suitable for further analysis or modeling. The main goal is to improve the quality of the data and make it more compatible with algorithms that will be used in the subsequent stages of analysis. Effective data preprocessing can significantly improve the performance and accuracy of machine learning models. This makes it a critical step in any data science workflow.