Jespreet Singh

Build a Beginner-Friendly AI Threat Detector: A Simple Data Science Project for 2025

Cybersecurity is changing fast, and one of the biggest trends in 2025 is the rise of AI-powered threat detection. Even beginners in data science can now build simple models that identify suspicious patterns, phishing attempts, and abnormal user behaviour. In this hands-on tutorial, we’ll build a Beginner-Friendly AI Threat Detector using easy and understandable data science techniques.You don’t need advanced coding or cybersecurity experience, just curiosity and basic Python knowledge. By the end of this Lab, you will understand how modern security tools use machine learning, anomaly detection, and AI automation to protect systems in real time. This project is perfect for: Students exploring data science Beginners entering cybersecurity Anyone curious about AI trends Developers who want a practical starter project Learners building a portfolio for internships or jobs