Imagine this: you’ve just received a dataset, and your model detects some outliers. Your first thought might be, “Boom, now I’m in trouble.” You’re working on a regression model, and following the classic approach, you decide to handle these outliers because they can introduce noise, lead to large errors, and…
When people think of heat maps, they usually associate them with correlation matrices in data analysis. Especially, it doesn’t come to mind to use it in Time Series, which is always a cliché in courses/classes or analysis. Just do a Google search or browse through Discussion Platforms and you’ll see…
Take a look at this weather table the below. This is more than just numbers; this data tells a story about elements that shape our days. Let’s see January 3rd: rainfall goes up to 12mm, clouds cover 80% of sky, and temperature drops to 5°C. It feels like the breath…
In today’s data-driven world, critically analyzing information is more important than ever. For data professionals, two key qualities are essential: Skepticism and Open-mindedness. This article explores why these traits are crucial and how they can be applied in data analytics. The Importance of Skepticism Skepticism doesn’t mean doubting everything indiscriminately;…
A chef without a recipe ???