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 ...

Struggling with messy data in Excel can be a real headache, especially when you’re on a tight deadline. But what if there was a way to make this process smoother and more efficient? In this guide ...

Merge lists even with typos and inconsistent names. Tune the similarity threshold, use a transform table, and audit results ...

In the rapidly evolving AI landscape, companies are racing to deploy the most sophisticated models and cutting-edge algorithms. But amid the excitement, many organizations overlook the most critical ...

As a product manager, I have worked closely with data engineering teams and witnessed the fantastic ways to transform raw web data into insights, products, data models, and more. Data cleaning ...

Challenges with data quality and data governance have plagued healthcare analytics efforts for decades – and the stakes are only getting higher in the age of AI. Inaccurate or inconsistent data ...

Brett Hansen is the CGO of Semarchy, a data software company that enables organizations to leverage their data to create business value. Companies in 2022 are implementing data-driven strategies to ...

Ernie Smith is a former contributor to BizTech, an old-school blogger who specializes in side projects, and a tech history nut who researches vintage operating systems for fun. Data is a critical ...

The healthcare industry has a data paradox. Globally, there’s an estimated 2.5 zettabytes of healthcare data – but only a fraction of it is actually usable. And the overwhelming majority of that ...