Experiment Tracking

After this skill you can…

• Log experiments with MLflow or Weights & Biases
• Compare runs in the experiment UI
• Register the best model to a model registry

Prerequisites

Learn this skill (10 videos)

Getting started with Weights & Biases for robotics

Weights and Biases W&B · beginner

ML Model Registry Part 1: Logging and Registering in Weights & Biases

Weights & Biases · beginner

Model CI/CD Course: Navigating Model Registry

Weights & Biases · beginner

Model CI/CD Course: Linking Models to Registry

Weights & Biases · intermediate

Model CI/CD Course: Logging Models

Weights & Biases · intermediate

Welcome to the Model CI/CD course

Weights & Biases · beginner

Model CI/CD Course: Enterprise Model Management features

Weights & Biases · beginner

Model CI/CD Course: Automation design patterns

Weights & Biases · intermediate

Using W&B Model Registry to Manage Models in Your Organization

Weights & Biases · beginner

Tracking 🤗 HuggingFace Machine Learning Experiments with Weights & Biases

Weights & Biases · beginner