The Story Continues In the previous article, I explained why I stopped building individual reports and started building a Golden Dataset instead. The goal wasn’t to create yet another dashboard. It was to create a…
The Problem Every team needed different reports. Finance wanted one view. Service managers wanted another. Project managers needed completely different information. Everyone was working with the same data, yet every report required separate preparation. Then…
After passing DP-100, I expected to do something very reasonable. Take a break. Relax. Maybe spend a few evenings doing absolutely nothing related to certifications, Azure, Machine Learning, or study plans. That didn’t happen. Instead,…
Eventually, May 19 arrived. The date that had been sitting on my calendar for weeks. The date that had quietly influenced my evenings, weekends, travel plans, and daily routines. The date that had transformed a…
Recently, Microsoft announced the retirement of DP-100. For many people, that immediately translated into a simple conclusion: “DP-100 is obsolete.” I understand why. The industry is moving quickly. Generative AI dominates conversations. New Azure AI…
As I mentioned in my previous post, my daily routine changed completely. The comfortable timeline I had originally planned no longer existed. I had entered a season of focus. The reason was simple. DP-100 was…
When people hear “Machine Learning,” they often think about self-driving cars, image generation, or sophisticated AI assistants. Those applications are impressive. But over the years, I have become increasingly interested in something much less glamorous:…
After publishing parts of my DP-100 learning journey, I received a surprisingly common question: “Why DP-100?” It’s a fair question. The certification is being retired, Azure AI is receiving most of the attention today, and…
At this point, everything was finally coming together. Most importantly, I had a plan.A comfortable plan. My original goal was simple. I wanted to take my time.Not rush.Not memorize.Not chase an exam date. I wanted…
When the learning engine was finally ready, I felt a sense of accomplishment. Except for one small detail. At first, this sounded almost ridiculous. After all, I was preparing for a Microsoft certification.Surely there would…