Many people think Data Analysis and Data Management are the same thing. They are not. Last night, during her very first session with me, a mentee asked the same question I hear all the time. So I clarified it — properly. Here’s the uncomfortable truth: 📊 Data Analysis answers questions after the damage is done. 🏗 Data Management prevents the damage from happening in the first place. One is dependent. The other is foundational. If you build your career only around dashboards, you will always wa

Data Science Project from Scratch - Part 2 (Data Collection)