With machine learning becoming increasingly mainstream, developers can now easily create applications without reinventing the wheel. TensorFlow Hub, an open repository and library for reusable machine learning, provides numerous pre-trained models, including text embeddings, image classification models, and TF.js/TFLite models. The repository is also open to community contributors, making it an excellent resource for developers. Gradio is a user-friendly web interface that enables developers to quickly demo their machine learning models. In this session, we'll explore how to create a fully functional machine learning-powered web application using TensorFlow Hub and Gradio. Come join me to discover the endless possibilities of these powerful open-source Python libraries!