A Face Recognition System using Machine Learning in Python allows computers to detect and identify human faces from images or live video. By using tools like OpenCV, NumPy, and ML algorithms, developers can create applications for security systems, attendance tracking, and user authentication. Projects like this help learners understand real-world AI applications. Many students explore such practical projects while learning through Python Training in Chennai at FITA Academy.