Advanced Deployment Scenarios with TensorFlow

TensorFlow Extended module introduces you to TensorFlow Serving and guides you through the installation and setup processes. You'll learn to make predictions over the web and work with complex models. Gain hands-on experience through assignments and quizzes to reinforce your learning.

The Sharing pre-trained models with TensorFlow Hub module covers transfer learning, inference, and experimenting with embeddings. You'll explore classifying images and working with pre-trained word embeddings, gaining practical skills through assignments and quizzes.

The Tensorboard: tools for model training module delves into TensorBoard scalars, histograms, and publishing model details. You'll learn to use local TensorBoard, analyze datasets, and create confusion matrices. The module includes exercises and assignments to enhance your understanding.

The Federated Learning module explores training on mobile devices, maintaining user privacy, and APIs for federated learning. You'll gain insights into data at the edge and examples of federated learning. Engage in quizzes and activities to solidify your knowledge.