Small Data vs. Big Data: 4 Brutal Truths You Need

small data vs big data

Small Data vs. Big Data: Why Small Data Beats Big Data (Sometimes) If you’ve been hanging around the data world for more than five minutes, you’ve heard the term “Big Data” whispered like it’s some kind of magic spell. People talk about it like it’s the only thing that matters. And then there’s also a … Read more

Data Fairness: 5 Powerful Ways to Avoid Toxic Bias

data fairness and balance

Data Fairness, the compass of data analysis We’ve all seen it: a report comes out, the numbers look “correct,” but the conclusion feels… off. In the world of data, if your analysis isn’t objective, it isn’t just wrong—it’s potentially harmful. That is where Data Fairness comes in. Data Fairness means ensuring your analysis doesn’t create … Read more

What is ‘Data Analytics’? A Masterclass and the 5-Step Process (ASK to ACT)

The Data Analytics process: A Masterclass Transitioning from a world of traditional Financial Reporting and Accounts Receivable into a data-focused role feels a lot like moving from a calculator to a cockpit. In my previous life, the numbers were static—they were either balanced or they weren’t. But as a Reporting Analyst, I quickly realized that … Read more