AI tutorial - IT technology blog

Deepfake & AI-Generated Content: How to Identify and Protect Yourself

AI-generated deepfakes — fake videos, cloned voices, and synthetic images — are now indistinguishable from real content for most people. This guide covers practical detection techniques, Python scripts for automated analysis, and day-to-day habits to protect yourself and your organization from AI-generated misinformation.
AI tutorial - IT technology blog

Building AI Recommendation Systems: From Basics to Production Deployment

Learn to build AI recommendation systems from the ground up. This tutorial covers core algorithms like collaborative filtering and content-based methods, then dives into advanced usage with hybrid models and deep learning. Finally, it provides practical tips for deploying and maintaining recommendation systems in production environments.
AI tutorial - IT technology blog

Understanding AI Regulations: A Developer’s Guide to the EU AI Act and Beyond

Understanding AI regulations like the EU AI Act is crucial for junior developers building AI systems today. This guide walks you through integrating compliance into your development process, from understanding risk to implementing practical code examples for data privacy and explainability, ensuring your AI systems are responsible and legally sound.
AI tutorial - IT technology blog

AI Content Detection: How It Works and How to Avoid False Positives

AI content detectors flag legitimate human writing more often than most people realize. This guide breaks down how perplexity, burstiness, and classifier-based detection actually work, then walks through a practical multi-tool setup and Python scripts to audit your own content before it gets flagged.