When I first got to know Elasticsearch, I told myself: “Well, this is just another database… right?”But I was wrong. Elasticsearch is actually different. It kind of feels like a mix between a search engine and a database.To be honest, I’m still not very comfortable with it myself 🙂But in this post—which is the first…
Let me be honest: when I sit down with a fresh dataset, I’m not looking for ceremony. I’m looking for clarity. That first hour matters more than most people admit. I want to get a feel for the terrain—what’s messy, what’s surprising, what’s worth digging into. If I can’t answer “what’s going on here?” in…
You’ve probably heard the term batch processing before.In this post, we’ll talk about what it means and how to use it in Apache Airflow. These days, with the mind-boggling amount of data growing by the second, one of the most important skills you can have is knowing how to process massive datasets efficiently. Tools like…
When you’re working with the vast world of machine learning models, especially large language models (LLMs) like LLaMA, a fundamental question always arises: How much Graphics Memory (VRAM) do I need for my work? Accurately understanding this requirement not only helps you choose the right hardware but also plays a crucial role in optimizing your…
One of the most common issues in many organizations and data teams is a messy and disorganized Data Warehouse. This problem usually develops over time due to rapid team growth, evolving analytics needs, onboarding new members without proper documentation, and an increase in temporary projects. The result? A chaotic data warehouse with inconsistent structures, duplicate…
A few weeks ago, in the chaos of war and crisis, I talked to you about the importance of backups. From pg_dump and mysqldump to mongoexport and rsync; about how we can prevent data loss during critical situations. Now that things have calmed down a bit, it’s time to revisit the topic. In the previous…
To be honest, these days, with the constant sound of explosions echoing from all corners of the country, I don’t feel well—and writing a new blog post is the last thing on my mind.But given the terrible situation we’re in and the urgent need to create backups of data stored on servers—or even keep them…
Data is the lifeblood of organizations. Yet, throughout my career, I’ve often encountered the reality that having data alone isn’t enough. What truly matters is how we organize and effectively use that data. This is where the art and science of data modeling come into play. Data modeling isn’t just a technical process—it’s a deep,…
In today’s world—where data is the beating heart of smart decision-making—the right question can completely shift the direction of an organization. If you’re a manager or business owner, you likely face a mountain of data every day. But the real question is:Is the problem a lack of data—or are we just asking the wrong questions?…
Let’s be real. Running a small business is no joke. You’re juggling sales, customer satisfaction, team morale, and a thousand other spinning plates. Every dollar counts. And yet—you might be leaking money without even realizing it. I’m not talking about the obvious stuff like bad hiring or over-ordering inventory. I’m talking about subtle, silent budget…
