Like many people starting out, I was overwhelmed by the sheer number of things I thought I needed to learn. Data warehouses, orchestration tools, distributed processing, streaming systems, cloud platforms, infrastructure. The list seemed endless. Instead of trying to learn everything at once, I took a different approach. I created a 12-month self-study roadmap built around one simple idea: learn b...