One of the most essential responsibilities finance leaders have is making sure the company’s data, especially its “master ...

Clean data keeps the aftermarket running, says MANN+HUMMEL’s Selina Rentz-Weddle, highlighting accuracy, standards and ...

The world runs on data. A hallmark of successful businesses is their ability to use quality facts and figures to their advantage. Unfortunately, data rarely arrives ready to use. Instead, businesses ...

Imagine this: you’ve just received a dataset for an urgent project. At first glance, it’s a mess—duplicate entries, missing values, inconsistent formats, and columns that don’t make sense. You know ...

Bad CRM data can compound exponentially, impacting marketing and business development. It’s essential to understand the scope of your data problems and follow a plan for regular data cleaning. Have ...

If you’ve ever found yourself staring at a messy spreadsheet of survey data, wondering how to make sense of it all, you’re not alone. From split headers to inconsistent blanks, the challenges of ...

All CRM contact records are not created equal. By segmenting contact data into manageable pieces, your data cleaning process will be more manageable, and you can better measure progress. Have you ever ...

Haewon Jeong, an assistant professor in UC Santa Barbara’s Electrical and Computer Engineering (ECE) Department, experienced a pivotal moment in her academic career when she was a postdoctoral fellow ...

SML Executive Vice President Mike Piscelli will transition to an advisory role and continue to support the growth of the combined business Angeles Equity Partners invests in the lower middle market ...