Discover how machine learning can solve real-world problems in this 49-minute conference talk from PHP UK Conference 2013. Learn from Andrei Zmievski's experience of using ML techniques to sanitize Twitter mentions for a single-letter handle. Explore practical applications of machine learning for small data sets and gain inspiration for implementing ML in your own projects. Dive into the process of building a program that effectively filters and manages social media interactions. Access accompanying slides for visual aids and additional insights into this innovative approach to handling social media challenges.