Expert Knowledge

AI, DATA & ARCHITECTURE

How Does Machine Learning Work? From Raw Data to a Working Model
Artificial Intelligence

How Does Machine Learning Work? From Raw Data to a Working Model

Want to understand how computers learn without direct programming? We explain the mechanisms behind machine learning: from data and algorithms to mathematical optimization.

5 min readOctober 30, 2025
Atlas and Comet – Next-Gen AI Browsers. Should Chrome Be Worried?
Artificial Intelligence

Atlas and Comet – Next-Gen AI Browsers. Should Chrome Be Worried?

The web browser market has been stagnant for years. However, the arrival of OpenAI's Atlas and Perplexity's Comet could completely change how we use the web. Discover what these tools can do and whether they will threaten Google Chrome's dominance.

5 min readOctober 26, 2025
Demystifying AI: What Artificial Intelligence Really Is and How It Works Under the Hood
Artificial Intelligence

Demystifying AI: What Artificial Intelligence Really Is and How It Works Under the Hood

Artificial intelligence is the buzzword of our time. But what lies under the hood of algorithms like ChatGPT or Tesla's autonomous systems? Let's explore how AI processes data, how it differs from machine learning, and why it is pure mathematics rather than magic.

5 min readOctober 16, 2025
Why Python Dominated IT? Architecture, Capabilities, and the Dark Side of the Language
Python

Why Python Dominated IT? Architecture, Capabilities, and the Dark Side of the Language

Python is the undisputed king of AI and data analysis. Learn why this easy-to-learn language powers the systems of tech giants, how it handles performance limitations under the hood, and when you should choose a different tool.

5 min readOctober 5, 2025
Vector Databases Demystified: How They Work and Why AI Can't Live Without Them
Artificial Intelligence

Vector Databases Demystified: How They Work and Why AI Can't Live Without Them

Traditional databases excel at tables but fail at semantic meaning. Discover vector databases—the foundation of modern AI, RAG systems, and semantic search. Learn how they work and why they are revolutionizing data engineering.

3 min readSeptember 6, 2025
AWS vs Azure vs GCP – Which Cloud to Choose? A Practical Comparison of the Giants
Cloud

AWS vs Azure vs GCP – Which Cloud to Choose? A Practical Comparison of the Giants

AWS, Azure, or GCP? While all three giants offer virtual machines and databases, the devil is in the details. We compare their services, costs, and ecosystems to help you make the right choice.

4 min readMay 28, 2025