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

<p data-start="485" data-end="744">Cybersecurity is changing fast, and one of the biggest trends in 2025 is the rise of <strong data-start="571" data-end="602">AI-powered threat detection</strong>. Even beginners in data science can now build simple models that identify suspicious patterns, phishing attempts, and abnormal user behaviour.</p> <p data-start="746" data-end="988">In this hands-on tutorial, we&rsquo;ll build a <strong data-start="787" data-end="827">Beginner-Friendly AI Threat Detector</strong> using easy and understandable data science techniques.<br data-start="882" data-end="885">You don&rsquo;t need advanced coding or cybersecurity experience, just curiosity and basic Python knowledge.</p> <p data-start="990" data-end="1155">By the end of this Lab, you will understand how modern security tools use <strong data-start="1064" data-end="1122">machine learning, anomaly detection, and AI automation</strong> to protect systems in real time.</p> <p data-start="1157" data-end="1187">This project is perfect for:</p> <ul data-start="1188" data-end="1405"> <li data-start="1188" data-end="1223"> <p data-start="1190" data-end="1223">Students exploring data science</p> </li> <li data-start="1224" data-end="1260"> <p data-start="1226" data-end="1260">Beginners entering cybersecurity</p> </li> <li data-start="1261" data-end="1295"> <p data-start="1263" data-end="1295">Anyone curious about AI trends</p> </li> <li data-start="1296" data-end="1347"> <p data-start="1298" data-end="1347">Developers who want a practical starter project</p> </li> <li data-start="1348" data-end="1405"> <p data-start="1350" data-end="1405">Learners building a portfolio for internships or jobs</p> </li> </ul>