From Playground to Production: Deploying Your TensorFlow Model to the Server

From Playground to Production: Deploying Your TensorFlow Model to the Server
In this hands-on workshop, developers will learn how to elevate their TensorFlow models from initial prototypes to fully operational tools in production environments. We'll cover every stage of the deployment process, from selecting the ideal server environment to implementing containerization, optimizing models for performance, and addressing critical security concerns.
Participants will gain practical experience with deployment frameworks and discover how to seamlessly integrate their models across web and mobile platforms. By the end of the session, you'll understand how to transform your model from concept to a scalable solution that users can interact with in real time.