Data preparation software helps clean, transform and organize data. Explore our list of top data preparation software to find the right tool for your business. More and more companies are leveraging ...

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, ...

Big data it is often hyped, but I encourage taking a more realistic stance. I’ve seen many organizations attempt to adopt big data solutions and ultimately fail. I fear these missteps may eventually ...

Cycles of innovation in data management and analytics appear to drive classic ETL (Extract-Transform-Load) functions to a reversal, ELT (Extract-Load-Transform). The implications of this reversal ...

Saying that big data is hot today is as big an understatement as saying that the New England Patriots like to stretch the rules of football. It’s hard to go anywhere or speak to anyone without the ...

Business today depends on data. The ability to efficiently acquire, access, and analyze information is essential to effective decision-making. And better decisions are key to building better ...

The Data Science Lab Data Prep for Machine Learning: Missing Data Turning his attention to the extremely time-consuming task of machine learning data preparation, Dr. James McCaffrey of Microsoft ...