Let’s face it: Few things are more deceptive in machine learning than a model that shows 99% (or even 100%) accuracy. Sure, on the surface, that number looks impressive. But just like a picture-perfect date, something might feel a little off, and often, it is. That sparkling accuracy figure? It could be creating a false […]
You’ve probably heard of synthetic data, but what exactly is it? In simple terms, synthetic data is artificially generated information that closely mirrors real-world data. It’s like creating a digital version of reality, but without the need for actual human-generated data. Now, why should we care about synthetic data in the context of machine learning […]