It's not uncommon for project teams to spend 11 of the 12 weeks on data preparation and just one week on all other activities combined. There are three main phases of data preparation: cleaning, ...

Data preparation is one of the most critical steps in any analytics process. It is the process of getting your data ready for analysis, which includes cleaning it up, transforming it into a format ...

Data preparation can be complicated. Get an overview of common data preparation tasks like transforming data, splitting datasets and merging multiple data sources. Image: Artem/Adobe Stock Data ...

Software development is increasingly automated. The existence of shortcuts, reference architectures, rapid application development environment design tools and configuration management accelerators ...

Turning his attention to the extremely time-consuming task of machine learning data preparation, Dr. James McCaffrey of Microsoft Research explains how to examine data files and how to identify and ...