TinyML enables machine learning on resource constrained edge devices, bringing AI closer to real world application. This approach allows models to run efficiently on sensors, wearables and IoT devices without relying on the cloud. By optimizing training and deployment, TinyML drives faster, smarter and more responsive edge computing solutions.