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Data Analytics in Greek Retail: Technical Roles and Business Value

The retail industry in Greece is steadily transitioning from traditional physical store operations to integrated digital platforms. Supermarket chains, apparel brands, and consumer electronics distributors are adopting e-commerce systems, modern point-of-sale terminals, and enterprise management software

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What is a Data Warehouse? A beginner's guide

A data warehouse is a specialized type of relational database management system designed specifically to support analytical reporting, enterprise-wide decision-making, and business intelligence processes

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Data Leakage: The Machine Learning Problem That Can Fool Even Experts

Sometimes, the problem is that the model has accidentally seen something it was never supposed to see. This is what we call data leakage.At first, the term may sound technical, but the idea is actually quite simple

By Thanos Petsakos

The Difference Between Machine Learning, Deep Learning, and Generative AI

The terms Machine Learning, Deep Learning, and Generative AI are frequently utilized interchangeably in corporate marketing and media discourse. However, within computer science and software engineering, these terms represent distinct mathematical methodologies, computational architectures, and functional paradigms.

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Is a Data Analytics Career Realistic Without a Maths Background?

Short answer: yes. Slightly longer answer: yes, but you need to know which maths is relevant to the work and which maths is there mainly to filter people out.

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Shipping & Maritime: The Hidden Goldmine for Data Engineers in Greece

Greece controls a significant percentage of the global merchant shipping fleet, managing thousands of vessels that transport bulk cargo, oil, and consumer goods worldwide. This industry relies heavily on complex logistics and continuous mechanical operations.

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Where to Find Open Data for Your First Data Project: A Practical Guide for Students

Discover the best open data sources for your first student data project, along with a practical selection checklist.

By Thanos Petsakos

The Certification Trap: When Badges Substitute for Skills

Collecting shallow tech certifications often creates a false sense of productivity while failing to prove the real-world problem-solving skills that hiring managers actually value.

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The Quiet Failure of Self-Taught Data Education (And What Actually Works)

Many aspiring data professionals possess a collection of online course certificates and incomplete projects, a situation frequently misdiagnosed as insufficient dedication. The actual issue is a complete lack of educational structure. Individuals attempt to learn complex systems by consuming isolated pieces of information without a guiding curriculum, lacking the fundamental framework required for long-term retention.

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