It is often cited that data scientists spend a significant portion of their time (up to 80%), cleaning and preparing data. For less-technical users, who may be less proficient in writing code (e.g., ...

Dynamic predictive modeling using electronic health record data has gained significant attention in recent years. The reliability and trustworthiness of such models depend heavily on the quality of ...

A young immigrant woman falls for a troubled U.S. soldier in this sensitive and sweetly melancholic drama. Sebiye Behtiyar, left, with Fred Hechinger in “Preparation for the Next Life.” By Jeannette ...

Abstract: As a crucial step of machine learning, data preparation is the most time and energy consuming task for data scientists, entailing several data processing techniques to improve the ...

A focused, standalone companion application for preparing and editing CSV files that conform to the GoPCA data format. This tool addresses immediate user pain points in data preparation while ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. This paper presents ZacrosTools, a free and open-source Python library designed to ...

Have you ever found yourself drowning in a sea of messy spreadsheets, spending hours manually cleaning and organizing data? For many Excel users, this is a frustratingly familiar scenario. But what if ...

In this TechRepublic exclusive, a COO states that successful AI initiatives must have the right unstructured data at the right time. Then, she details the proper unstructured data preparation for AI.