Model CI/CD Course: Logging Models

This is lesson 3 of 22 in the Model CI/CD course, where we explore how to log a model to the model registry and link it from a run. *Full course with certification* and class materials available free at http://wandb.me/course_emm. *Episode Description* In this chapter of the Model CI/CD course from Weights & Biases, we learn the practical steps to log models into the model registry. The session covers code-based and UI-based methods for linking models, emphasizing the importance of documentation and best practices for managing model artifacts. *Chapter Highlights* - Importance of Documentation: Learn how to navigate and utilize the Weights & Biases documentation effectively to support your model management tasks. - Logging Models: Understand the process of logging models using Weights & Biases APIs, including creating artifacts and setting up projects. - Model Registry Linking: Explore methods to link logged models to the model registry, both through the UI and programmatically. - Using Aliases: Discover how to use aliases to manage model versions and streamline the workflow by providing semantic identifiers for different stages of the model lifecycle. *Enroll in the full course free:* http://wandb.me/course_emm *Next Chapter:* Navigating Model Registry